From d3820bd3b02f59cceb44b4ac47b2c84111a7f435 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 12:05:53 -0700 Subject: [PATCH 01/20] init dev guide --- docs/static_site/src/_sass/minima/_docs.scss | 8 +- docs/static_site/src/pages/api/api.html | 19 ++ ...gging_and_performance_optimization_tips.md | 42 +++ .../examine_forward_results_with_hooks.md | 146 ++++++++++ ...xception_handing_and_custom_error_types.md | 93 +++++++ ...b_contribution_and_PR_verification_tips.md | 174 ++++++++++++ .../src/pages/api/devGuide/profiling.md | 261 ++++++++++++++++++ 7 files changed, 742 insertions(+), 1 deletion(-) create mode 100644 docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md create mode 100644 docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md create mode 100644 docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md create mode 100644 docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md create mode 100644 docs/static_site/src/pages/api/devGuide/profiling.md diff --git a/docs/static_site/src/_sass/minima/_docs.scss b/docs/static_site/src/_sass/minima/_docs.scss index 09924f3166e7..b7b62ecb70fb 100644 --- a/docs/static_site/src/_sass/minima/_docs.scss +++ b/docs/static_site/src/_sass/minima/_docs.scss @@ -76,4 +76,10 @@ margin-bottom: 20px; padding-top: 20px; padding-bottom: 20px; -} \ No newline at end of file +} + +.docs-dev-guide { + background-color: $grey-color-light; + padding-top: 20px; + padding-bottom: 20px; +} diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index 6f87cf654fca..f48afe26a24b 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -14,6 +14,13 @@ - Security - Extend and Contribute to MXNet +dev_guide: +- Exception handing and custom error types +- Profiling +- Debugging and performance optimization tips +- Examine forward results with hooks +- GitHub contribution and PR verification tips + docs: - title: Python guide_link: /api/python.html @@ -189,4 +196,16 @@

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diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md new file mode 100644 index 000000000000..907de4a605e6 --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md @@ -0,0 +1,42 @@ +--- +layout: page_category +title: Debugging and performance optimization tips +category: Developer Guide +permalink: /api/devGuide/debugging_and_performance_optimization_tips +--- +# Debugging and performance optimization tips + +Remember that the general workflow when defining your network with Gluon API is either + +* build sequentially using `nn.Sequential` or `nn.HybridSequential` + +* inherit from `nn.Block` or `nn.HybridBlock` + +# Debugging + +When debugging your MXNet code, remember the following + +**Do NOT hybridize for debugging** + +Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)](https://mxnet.incubator.apache.org/versions/1.2.1/architecture/program_model.html) is + +* *imperative style* is _define-by-run_ +* *symbolic style *is _define-then-run_ + + +Basically, that means the execution path changes when calling `hybridize` on your network inherited from `HybridBlock` or `HybridSequential` (note that inheriting directly from `Block` is the same as not hybridizing your network). Since for efficiency, symbolic code does not keep the intermediate results then it would be hard to debug and examine the intermediate outputs. Therefore, if you want to *examine the intermediate results for debugging, do NOT hybridize*. Once everything is working as expected, then you can finally `hybridize` and enjoy the speed up. + +Please checkout the [d2l](http://d2l.ai/chapter_computational-performance/hybridize.html?highlight=hybridize#hybrid-programming) for more details about hybrid-programming model. + +## Use naive engine + +It is also useful to set the environment variable `MXNET_ENGINE_TYPE='NaiveEngine'` prior to running your (end-to-end) code. This setting disables multi-threading and the execution engine will be synchronous, so you can examine the backtrace more easily. Remember to change it back to either the default `'ThreadedEnginePerDevice'` or `'ThreadedEngine'`. + + For more details here is a comprehensive tutorial on interactive debugging on [YouTube](https://www.youtube.com/watch?v=6-dOoJVw9_0). + +# Performance optimization + +Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables](https://mxnet.apache.org/api/faq/env_var) that affect the performance of your code. + +Please refer to [this presentation](https://www.slideshare.net/ThomasDelteil1/debugging-and-performance-tricks-for-mxnet-gluon) for more information on debugging and performance optimization. + diff --git a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md new file mode 100644 index 000000000000..d01e1c644605 --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md @@ -0,0 +1,146 @@ +--- +layout: page_category +title: Examine forward results with hooks +category: Developer Guide +permalink: /api/devGuide/examine_forward_results_with_hooks +--- +# Examine forward results with hooks + +There are currently three ways to register a function in an MXNet Gluon Block for execution either + +* before `forward` via `[register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook)` +* after `forward` via `[register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook)` +* as a callback via `[register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook)` + +## Pre-forward hook + +To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output i.e. **`hook(block, input) -> None`.** **This is useful for example to get some summary before execution. + +``` +import mxnet as mx +from mxnet.gluon import nn + +block = nn.Dense(10) +block.initialize() +print("{}".format(block)) +# Dense(None -> 10, linear) + +def pre_hook(block, input) -> None: # notice it has two arguments, one block and one input + print("{}".format(block)) + return + +# register +pre_handle = block.register_forward_pre_hook(pre_hook) +input = mx.nd.ones((3, 5)) +print(block(input)) + +# Dense(None -> 10, linear) +# [[ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106]] +# +``` + +We can `detach` a hook from a block + + +``` +pre_handle.detach() +print(block(input)) + +# [[ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106]] +# +``` + +Notice `Dense(None -> 10, linear)` is not displayed anymore. + +## Post-forward hook + +Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output. **Continuing from the above example + + +``` +def post_hook(block, intput, output) -> None: + print("{}".format(block)) + return + +post_handle = block.register_forward_hook(post_hook) +print(block(input)) + +# Dense(5 -> 10, linear) +# [[ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106]] +# +``` + + +Notice the difference between `pre_hook` and `post_hook` results due to shape inference after `forward` is done executing. + +## Callback hook + +We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization **with `register_op_hook(callback, monitor_all=False) ` where callback signature should be + + +``` +callback(node_name: str, opr_name: str, arr: NDArray) -> None +``` + +where `node_name` is the name of the tensor being inspected (str), `opr_name` is the name of the operator producing or consuming that tensor (str) and finally `arr` the tensor being inspected (NDArray). + + +``` +import mxnet as mx +from mxnet.gluon import nn + +def mon_callback(node_name, opr_name, arr): + print("{}".format(node_name)) + print("{}".format(opr_name)) + return + +model = nn.HybridSequential(prefix="dense_") +with model.name_scope(): + model.add(mx.gluon.nn.Dense(2)) + +model.initialize() +model.hybridize() +model.register_op_hook(mon_callback, monitor_all=True) +print(model(mx.nd.ones((2, 3, 4)))) + +# b'dense_dense0_fwd_data' +# b'FullyConnected' +# b'dense_dense0_fwd_weight' +# b'FullyConnected' +# b'dense_dense0_fwd_bias' +# b'FullyConnected' +# b'dense_dense0_fwd_output' +# b'FullyConnected' +# [[-0.05979988 -0.16349721] +# [-0.05979988 -0.16349721]] +# +``` + + +Setting `monitor_all=False` will print only the output + + +``` +`# b'dense_dense0_fwd_output'` +`# b'FullyConnected'`` +# [[-0.05979988 -0.16349721] +# [-0.05979988 -0.16349721]] +# 273 raise get_last_ffi_error() + 274 + 275 +ValueError: Traceback (most recent call last): + File "src/operator/numpy/np_matrix_op.cc", line 77 + +ValueError: Check failed: axes_set.size() == axes.ndim() (2 vs. 3) : Repeated axis in transpose. param.axes = [0,0,1] +``` + + +Note that as of writing this document, the following Python error types are supported + + +* `ValueError` +* `TypeError` +* `AttributeError` +* `IndexError` +* `NotImplementedError` + +Check [this](https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/error.py) our for more details. + +## How to register a custom error type + +Here is the way to register a custom error type in Python frontend + + +``` +import mxnet as mx + +@mx.error.register +class MyError(mx.MXNetError): + def __init__(self, msg): + super().__init__(msg) +``` + +Then in the C++ backend, you can refer to `MyError` via + +`LOG(FATAL) << "MyError: this is a custom error message" +` diff --git a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md new file mode 100644 index 000000000000..25c7fa1a7ead --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md @@ -0,0 +1,174 @@ +--- +layout: page_category +title: GitHub contribution and PR verification tips +category: Developer Guide +permalink: /api/devGuide/github_contribution_and_PR_verification_tips +--- +# GitHub contribution and PR verification tips + +Here are some general git workflow tips + +## Setup and configure + +Fork https://github.com/apache/incubator-mxnet then + +``` +git clone https://github.com/your_username/incubator-mxnet +cd mxnet +git remote add upstream https://github.com/apache/incubator-mxnet +``` + +Once `upstream` was added, then create a branch for your contribution + + +``` +git branch your-contribution-branch +``` + +Note that you can incorporate the changes from `upstream` to any of your local branches during or after development via + +``` +git fetch upstream +git rebase upstream/master +``` + +See [this stackoverflow discussion](https://stackoverflow.com/questions/3357122/git-pull-vs-git-fetch-vs-git-rebase) for more details about difference between `git pull`, `git rebase` and `git merge`. + +Since Apache MXNet 3rdparty git submodules, to update their changes on your branch after rebase, you can run + +``` +git submodule update +``` + +## Save your local changes for future + +During development, you can save your current changes in your branch before committing anything for example to go to another branch to do something else via + + +``` +git stash save +``` + +and to bring the changes + + +``` +git stash pop +``` + + +And to drop the changes + +``` +git stash drop +``` + +## Reset + +Sometimes, if you want to wipe out the changes you have made you can use + +``` +git reset --hard +``` + +Be very careful since hard reset removes any of the changes and you’ll be back to the HEAD commit. To remove all the changed before a commit given its commit-SHA you can use `git reset --hard ``commit-SHA `or `git reset --hard HEAD~2 ` to remove relative to the first two commits on top of HEAD. + +However, sometimes it’s useful to keep the files/changes staged when moving the HEAD which can be done via +`git reset --soft.` + +In [summary](https://stackoverflow.com/a/50022436), + + +* **`--soft`**: **uncommit** changes, changes are left staged (*index*). +* **`--mixed`** *(default)*: **uncommit + unstage** changes, changes are left in *working tree*. +* **`--hard`**: **uncommit + unstage + delete** changes, nothing left. + + + +## Recover a previous commit after reset + +Sometimes we could mistakenly reset a branch to a wrong commit. When that happens, you can use the following command to show the list of recent commits + + +``` +git reflog +``` + +Once you get the right hashtag, you can use git reset again to change the head to the right commit. + + +## How to resolve conflict with master + +Sometimes when rebasing to the most recent master as explained above, git may show you there are some conflicts which it can not resolve so can not be merged. For examples, your file `conflict.py` has some conflicts with the master branch. Here you need to + +* manually modify the file to resolve the conflict. +* After you resolved the conflict, mark it as resolved by + +``` +git add conflict.py +``` + +* Then you can continue rebase by + +``` +git rebase --continue +``` + +* Finally push to your fork, you may need to **force push** here. + +``` +git push --force +``` + +**Note** that force push is okay when it’s on your branch and you are the only one who is using that branch. Otherwise, it can have bad consequences as it’s rewritten the history. + + +## How to group multiple commits into one + +Sometimes, you may have added a lot related commits suitable to be grouped/combined together to create one meaningful atomic commit. For example, when later commits are only fixes to previous ones, in your PR. +If you haven’t configured your default git editor, do the following once + +``` +git config core.editor the-editor-you-like +``` + +Assume we want to merge the last 3 commits. + +``` +git rebase -i HEAD~3 +``` + +1. It will pop up an text editor. Set the **first commit as pick,** and **change later ones to squash**. +2. After you saved the file, it will pop up another text editor to ask you modify the combined commit message. +3. Push the changes to your fork, you need to force push. + +``` +git push --force +``` + +**Note** that force push is okay when it’s on your branch and you are the only one who is using that branch. Otherwise, it can have bad consequences as it’s rewritten the history. + + +## Apply only k-latest commits on to the master + +Sometimes it is useful to only apply your k-latest changes on top of the master. This usually happens when you have other m-commits that are already merged before these k-commits. Directly rebase against the master might cause merge conflicts on these first m-commits (which can be safely discarded). + +You can instead use the following command + + +``` +# k is the concrete number. Put HEAD~2 for the last 1 commit. +git rebase --onto upstream/master HEAD~k +``` + +You can then force push to the master `git push --force`. Note that the above command will discard all the commits before the last k ones. + + +## What is the consequence of force push + +The last three tips require the force push, this is because we altered the path of the commits. _**It is fine to force push to your own fork, as long as the commits changed are only yours.**_ In case there are multiple collaborators who use your branch there is a safer option `git push --force-with-lease.` + + +## PR verification + +When sending a pull request, remember to add some tests. During the development, one can set `MXNET_TEST_COUNT=1000/10000` to test on some randomly selected test cases. This makes the testing and development cycle faster. Moreover, some test results might change due to the seed in pseudo-random number generator. To fix the seed during testing, set `MXNET_TEST_SEED=your seed number` diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/devGuide/profiling.md new file mode 100644 index 000000000000..07593338363f --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/profiling.md @@ -0,0 +1,261 @@ +--- +layout: page_category +title: Profiling +category: Developer Guide +permalink: /api/devGuide/profiling +--- +# Profiling + +Apache MXNet provides memory [profiler](https://mxnet.apache.org/api/python/docs/api/mxnet/profiler/index.html) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: + +1. Configure the profiler +2. `set_state('run')` before the model is defined +3. Add `mx.nd.waitall()` to enforce synchronization after you have done with some computation (maybe as part of training) +4. Then add `set_state('stop')` +5. Finally `dump` the profiling results + + +Here is a simple example + +``` +import mxnet as mx +from mxnet.gluon import nn +from mxnet import profiler + +def enable_profiler(profile_filename, run=True, continuous_dump=False, aggregate_stats=False): + profiler.set_config(profile_symbolic=True, + profile_imperative=True, + profile_memory=True, + profile_api=True, + filename=profile_filename, + continuous_dump=continuous_dump, + aggregate_stats=aggregate_stats) + if run: + profiler.set_state('run') + +enable_profiler(profile_filename='test_profiler.json', run=True, continuous_dump=True) +profiler.set_state('run') + +model = nn.HybridSequential(prefix='net_') +with model.name_scope(): + model.add(nn.Dense(128, activation='tanh')) + model.add(nn.Dropout(0.5)) + model.add(nn.Dense(64, activation='tanh'), + nn.Dense(32, in_units=64)) + model.add(nn.Activation('relu')) +model.initialize(ctx=mx.cpu()) +model.hybridize() + +inputs = mx.sym.var('data') + +with mx.autograd.record(): + out = model(mx.nd.zeros((16, 10), ctx=mx.cpu())) +out.backward() +mx.nd.waitall() +profiler.set_state('stop') +profiler.dump(True) +``` + +And in `chrome://tracing` use the `load` and select `test_profiler.json`, then you will see something like this +[Image: Screen Shot 2020-05-25 at 7.13.13 PM.png]To understand what is going on we need to dive deep into the MXNet runtime. + +# Dive deep into MXNet runtime with the `profiler` + +We start with a simple example and try to explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. + +``` +import mxnet as mx +import numpy as np + +from mxnet import profiler + +#configure the profiler +profiler.set_config(profile_all=True, aggregate_stats=True, filename='trace_profile.json') +#start the profiler collecting data +profiler.set_state('run') + +########################################################### +#1. create our data +data = np.linspace(1,9,9).reshape((3,3)) + +#2. create an MXNet ndarray +a = mx.nd.array(data) + +#3. compute on our data and produce results +b = mx.nd.diag(a) +c = mx.nd.sum(b,-1) + +#4. wait for computation to finish +mx.nd.waitall() +########################################################### + +#stop the profiler +profiler.set_state('stop') + +#dump the profiling data as a string +print(profiler.dumps()) +#dump the profiling data as a json file that can be viewed graphically +profiler.dump() +``` + +When running this code, the dumps function dumps the profiling data to a string and returns it (which we promptly print). This statistical info is shown below. + +``` +Profile Statistics: + Note the difference in units for different entries. +Device Storage +================= +Name Total Count Min Use (kB) Max Use (kB) Avg Use (kB) +---- ----------- ------------- ------------- ------------- +Memory: cpu/0 3 96.0600 96.0760 0.0080 + +MXNET_C_API +================= +Name Total Count Time (ms) Min Time (ms) Max Time (ms) Avg Time (ms) +---- ----------- --------- ------------- ------------- ------------- +MXImperativeInvokeEx 2 0.3360 0.0990 0.2370 0.1680 +MXNet C API Calls 17 0.2320 0.2160 0.2320 0.0080 +MXNDArraySyncCopyFromCPU 1 0.1750 0.1750 0.1750 0.1750 +MXNDArrayCreateEx 1 0.1050 0.1050 0.1050 0.1050 +MXNDArrayGetShapeEx 11 0.0210 0.0000 0.0160 0.0019 +MXNDArrayWaitAll 1 0.0200 0.0200 0.0200 0.0200 +MXNDArrayGetDType 1 0.0010 0.0010 0.0010 0.0010 +MXNet C API Concurrency 34 0.0000 0.0000 0.0010 0.0000 + +operator +================= +Name Total Count Time (ms) Min Time (ms) Max Time (ms) Avg Time (ms) +---- ----------- --------- ------------- ------------- ------------- +sum 1 0.0520 0.0520 0.0520 0.0520 +diag 1 0.0410 0.0410 0.0410 0.0410 +WaitForVar 1 0.0220 0.0220 0.0220 0.0220 +``` + +The dump function writes out the same data in a different format to a file that can be opened in `chrome://tracing` and displayed visually. This can be seen in the diagram below. + +[Image: Screen Shot 2018-09-11 at 1.03.06 PM.png] +The profiling data has captured info about interesting functions that have executed which your program was running. Here are some explanations about what each one does. + +### **The functions in the C_API are:** + +|****Function Name**** |****Description**** | +|--- |--- | +|****MXImperativeInvokeEx**** | invokes an operator to perform the computation | +|****MXNDArrayCreateEx**** | creates an ndarray | +| ****MXNDArrayGetDType**** | returns the data type of the ndarray | +| ****MXNDArrayGetShape**** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | +| ****MXNDArraySyncCopyFromCPU**** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the mxnet data structure | +| ****MXNDArrayWaitAll**** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program there is no waiting, data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | + +### The function in the Engine API are:**The function in the**** Engine API are:** + +| ****Function Name**** | ****Description**** | +|--- |--- | +| ****WaitForVar**** | Takes a variable reference as input and waits until that variable has been computed before returning | + +### Other API functions:**Other A****PI functions:** + +| ****Function Name**** | ****Description**** | +|--- |--- | +| ****ResourceParallelRandomSetSeed**** | sets the random number generator seed | + +### Operators we intended to call in the code: + +| ****Operator Name**** | ****Description**** | +|--- |--- | +| ****sum**** | sum a tensor along a particular axis | +| ****diag**** | compute the diagonal of the tensor | + + + +## Closer look + +From the code, we can identify the major events in our test application + +1. Initialize our input data +2. Creating a new MXNet ndarray using our existing data values +3. Compute on our data + 1. produce the diagonal of the input data + 2. sum along the diagonal to compute the “trace” of the matrix +4. Wait for computation to finish (only needed when profiling) + +Nothing MXNet related happens before #2 (in our code example) those calls are all regular numpy functions. When #2 happens and we create an MXNet ndarray quite a few things happen. The screenshot below shows a zoomed in portion of the timeline. + +[Image: Screen Shot 2018-09-12 at 11.56.38 AM.png] +Here, the four red arrows show the important events in this sequence. + +1. First, the `MXNDArrayCreateEx` is called to physically allocate space to store the data and other necessary attributes in the `ndarray` class +2. Then some support functions are called (`MXNDArrayGetShape,` `MXNDArrayGetDType`) while initialing the data structure +3. Finally the data is copied from the non-MXNet ndarray into the newly prepared MXNet ndarray by the `MXNDArraySyncCopyFromCPU` function + +Next, #3 (in our code example) begins the computing process to produce our output data. The screenshot below shows this behavior. + +[Image: Screen Shot 2018-09-12 at 12.46.18 PM.png] +Here you can see that the following sequence of events happen: + +1. `MXImperativeInvokeEx` is called the first time to launch the diagonal operator from #3 (in our code example) +2. Soon after that the actual **`diag`** operator begins executing in another thread +3. While that is happening, our main thread moves on and calls `MXImperativeInvokeEx` again to launch the **`sum`** operator. Just like before this returns without actually executing the operator and continues. +4. Lastly, the `MXNDArrayWaitAll` is called as the main thread has progressed to #4 in our app. It will wait here while all the computation finishes + +Next lets look at a view of the part of the timeline zoomed to the actual operator execution. + +[Image: Screen Shot 2018-09-12 at 1.00.14 PM.png] +Here there are 3 main events happening: + +1. The **`diag`** operator is executing first +2. Then the `ResourceParallelRandomSetSeed` runs +3. And finally the `sum` operator executes (for a very short time as shown by the big red arrow) + +The `diag` operator running makes sense (although seems to take a little longer than we'd like). And at the end the sum operator runs (very quickly!). But the weird part in the middle is this `**ResourceParallelRandomSetSeed**` thing running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence the random number generator is initialized by setting the seed. So this is some initialization overhead. But lets try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. + + Here is the modified code: + +``` +import mxnet as mx +import numpy as np + +from mxnet import profiler + +profiler.set_config(profile_all=True, aggregate_stats=True, filename='trace_profile.json') +profiler.set_state('run') + +################ +# first run +sdata = np.linspace(1,9,9).reshape((3,3)) + +sa = mx.nd.array(sdata) +sb = mx.nd.diag(sa) +sc = mx.nd.sum(sb,-1) + +mx.nd.waitall() +################ + +################ +# second run +data = np.linspace(1,9,9).reshape((3,3)) + +a = mx.nd.array(data) +b = mx.nd.diag(a) +c = mx.nd.sum(b,-1) + +mx.nd.waitall() +################ + +profiler.set_state('stop') + +print(profiler.dumps()) +profiler.dump() +``` + +Notice that we renamed the variables and made another copy after the `waital`l call. This is so that MXNet doesn’t have to worry about re-using variables, and to segment the 2nd half after the first time initialization. + + Here is an overview of the *new* timeline: + +[Image: Screen Shot 2018-09-12 at 1.14.36 PM(1).png] +The first red box is the first run, and the 2nd smaller one is the 2nd run. First off, we can see how much smaller the 2nd one is now without any of the initialization routines. Here is a zoomed in view of just the 2nd run. + + +[Image: Screen Shot 2018-09-12 at 1.26.50 PM.png]We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next `**MXImperativeInvokeEx**` launching the **`sum`** operator. In this case it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the `**MXNDArrayWaitAll**` everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run). + + From 094bef114bf86e326333e5d96b656c3237f1741f Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 14:24:34 -0700 Subject: [PATCH 02/20] move dev guide above FAQ --- docs/static_site/src/_sass/minima/_docs.scss | 6 +++-- docs/static_site/src/pages/api/api.html | 24 ++++++++++---------- 2 files changed, 16 insertions(+), 14 deletions(-) diff --git a/docs/static_site/src/_sass/minima/_docs.scss b/docs/static_site/src/_sass/minima/_docs.scss index b7b62ecb70fb..f628740862ae 100644 --- a/docs/static_site/src/_sass/minima/_docs.scss +++ b/docs/static_site/src/_sass/minima/_docs.scss @@ -67,7 +67,9 @@ } .docs-faq { - background-color: white; + background-color: $grey-color-light; + padding-top: 20px; + padding-bottom: 20px; } .docs-architecture { @@ -79,7 +81,7 @@ } .docs-dev-guide { - background-color: $grey-color-light; + background-color: white; padding-top: 20px; padding-bottom: 20px; } diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index f48afe26a24b..88f4f4dc0b4a 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -180,6 +180,18 @@

Deep Learning System Design Concepts

+
+
+

Developer Guide

+
    + {%- for p in site.pages -%} + {%- if p.category == 'Developer Guide' -%} +
  • {{p.title}}
  • + {%- endif -%} + {%- endfor -%} +
+
+

FAQ

@@ -196,16 +208,4 @@

{{faq_c}}

-
-
-

Developer Guide

-
    - {%- for p in site.pages -%} - {%- if p.category == 'Developer Guide' -%} -
  • {{p.title}}
  • - {%- endif -%} - {%- endfor -%} -
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b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md @@ -8,13 +8,13 @@ permalink: /api/devGuide/examine_forward_results_with_hooks There are currently three ways to register a function in an MXNet Gluon Block for execution either -* before `forward` via `[register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook)` -* after `forward` via `[register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook)` -* as a callback via `[register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook)` +* before `forward` via [register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook) +* after `forward` via [register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook) +* as a callback via [register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook) ## Pre-forward hook -To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output i.e. **`hook(block, input) -> None`.** **This is useful for example to get some summary before execution. +To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output i.e.** `hook(block, input) -> None`. This is useful for example to get some summary before execution. ``` import mxnet as mx @@ -64,7 +64,7 @@ Notice `Dense(None -> 10, linear)` is not displayed anymore. ## Post-forward hook -Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output. **Continuing from the above example +Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output.** Continuing from the above example ``` @@ -90,7 +90,7 @@ Notice the difference between `pre_hook` and `post_hook` results due to shape in ## Callback hook -We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization **with `register_op_hook(callback, monitor_all=False) ` where callback signature should be +We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization** with `register_op_hook(callback, monitor_all=False) ` where callback signature should be ``` diff --git a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md index 25c7fa1a7ead..105b39b581bc 100644 --- a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md @@ -10,7 +10,7 @@ Here are some general git workflow tips ## Setup and configure -Fork https://github.com/apache/incubator-mxnet then +Fork [https://github.com/apache/incubator-mxnet](https://github.com/apache/incubator-mxnet) then ``` git clone https://github.com/your_username/incubator-mxnet diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/devGuide/profiling.md index 07593338363f..af4bfa37492e 100644 --- a/docs/static_site/src/pages/api/devGuide/profiling.md +++ b/docs/static_site/src/pages/api/devGuide/profiling.md @@ -57,9 +57,9 @@ profiler.dump(True) ``` And in `chrome://tracing` use the `load` and select `test_profiler.json`, then you will see something like this -[Image: Screen Shot 2020-05-25 at 7.13.13 PM.png]To understand what is going on we need to dive deep into the MXNet runtime. +![dev_guide_profilling_1](/assets/img/dev_guide_profilling_1.png) To understand what is going on we need to dive deep into the MXNet runtime. -# Dive deep into MXNet runtime with the `profiler` +# Dive deep into MXNet runtime with the profiler We start with a simple example and try to explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. @@ -133,38 +133,38 @@ WaitForVar 1 0.0220 0.0220 The dump function writes out the same data in a different format to a file that can be opened in `chrome://tracing` and displayed visually. This can be seen in the diagram below. -[Image: Screen Shot 2018-09-11 at 1.03.06 PM.png] +![dev_guide_profilling_2.png](/assets/img/dev_guide_profilling_2.png) The profiling data has captured info about interesting functions that have executed which your program was running. Here are some explanations about what each one does. ### **The functions in the C_API are:** -|****Function Name**** |****Description**** | +|**Function Name** |**Description** | |--- |--- | -|****MXImperativeInvokeEx**** | invokes an operator to perform the computation | -|****MXNDArrayCreateEx**** | creates an ndarray | -| ****MXNDArrayGetDType**** | returns the data type of the ndarray | -| ****MXNDArrayGetShape**** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | -| ****MXNDArraySyncCopyFromCPU**** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the mxnet data structure | -| ****MXNDArrayWaitAll**** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program there is no waiting, data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | +|**MXImperativeInvokeEx** | invokes an operator to perform the computation | +|**MXNDArrayCreateEx** | creates an ndarray | +| **MXNDArrayGetDType** | returns the data type of the ndarray | +| **MXNDArrayGetShape** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | +| **MXNDArraySyncCopyFromCPU** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the mxnet data structure | +| **MXNDArrayWaitAll** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program there is no waiting, data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | -### The function in the Engine API are:**The function in the**** Engine API are:** +### **The function in the Engine API are:** -| ****Function Name**** | ****Description**** | +| **Function Name** | **Description** | |--- |--- | -| ****WaitForVar**** | Takes a variable reference as input and waits until that variable has been computed before returning | +| **WaitForVar** | Takes a variable reference as input and waits until that variable has been computed before returning | -### Other API functions:**Other A****PI functions:** +### **Other API functions:** -| ****Function Name**** | ****Description**** | +| **Function Name** | **Description** | |--- |--- | -| ****ResourceParallelRandomSetSeed**** | sets the random number generator seed | +| **ResourceParallelRandomSetSeed** | sets the random number generator seed | -### Operators we intended to call in the code: +### **Operators we intended to call in the code:** -| ****Operator Name**** | ****Description**** | +| **Operator Name** | **Description** | |--- |--- | -| ****sum**** | sum a tensor along a particular axis | -| ****diag**** | compute the diagonal of the tensor | +| **sum** | sum a tensor along a particular axis | +| **diag** | compute the diagonal of the tensor | @@ -181,7 +181,7 @@ From the code, we can identify the major events in our test application Nothing MXNet related happens before #2 (in our code example) those calls are all regular numpy functions. When #2 happens and we create an MXNet ndarray quite a few things happen. The screenshot below shows a zoomed in portion of the timeline. -[Image: Screen Shot 2018-09-12 at 11.56.38 AM.png] +![dev_guide_profilling_3.png](/assets/img/dev_guide_profilling_3.png) Here, the four red arrows show the important events in this sequence. 1. First, the `MXNDArrayCreateEx` is called to physically allocate space to store the data and other necessary attributes in the `ndarray` class @@ -190,7 +190,7 @@ Here, the four red arrows show the important events in this sequence. Next, #3 (in our code example) begins the computing process to produce our output data. The screenshot below shows this behavior. -[Image: Screen Shot 2018-09-12 at 12.46.18 PM.png] +![dev_guide_profilling_4.png](/assets/img/dev_guide_profilling_4.png) Here you can see that the following sequence of events happen: 1. `MXImperativeInvokeEx` is called the first time to launch the diagonal operator from #3 (in our code example) @@ -200,14 +200,14 @@ Here you can see that the following sequence of events happen: Next lets look at a view of the part of the timeline zoomed to the actual operator execution. -[Image: Screen Shot 2018-09-12 at 1.00.14 PM.png] +![dev_guide_profilling_5.png](/assets/img/dev_guide_profilling_5.png) Here there are 3 main events happening: 1. The **`diag`** operator is executing first 2. Then the `ResourceParallelRandomSetSeed` runs 3. And finally the `sum` operator executes (for a very short time as shown by the big red arrow) -The `diag` operator running makes sense (although seems to take a little longer than we'd like). And at the end the sum operator runs (very quickly!). But the weird part in the middle is this `**ResourceParallelRandomSetSeed**` thing running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence the random number generator is initialized by setting the seed. So this is some initialization overhead. But lets try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. +The `diag` operator running makes sense (although seems to take a little longer than we'd like). And at the end the sum operator runs (very quickly!). But the weird part in the middle is this **`ResourceParallelRandomSetSeed`** thing running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence the random number generator is initialized by setting the seed. So this is some initialization overhead. But let's try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. Here is the modified code: @@ -252,10 +252,10 @@ Notice that we renamed the variables and made another copy after the `waital`l c Here is an overview of the *new* timeline: -[Image: Screen Shot 2018-09-12 at 1.14.36 PM(1).png] +![dev_guide_profilling_6.png](/assets/img/dev_guide_profilling_6.png) The first red box is the first run, and the 2nd smaller one is the 2nd run. First off, we can see how much smaller the 2nd one is now without any of the initialization routines. Here is a zoomed in view of just the 2nd run. -[Image: Screen Shot 2018-09-12 at 1.26.50 PM.png]We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next `**MXImperativeInvokeEx**` launching the **`sum`** operator. In this case it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the `**MXNDArrayWaitAll**` everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run). +![dev_guide_profilling_7.png](/assets/img/dev_guide_profilling_7.png)We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next **`MXImperativeInvokeEx`** launching the **`sum`** operator. In this case it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the **`MXNDArrayWaitAll`** everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run). From a87744b12061d25f5e7a8466f0571c81e200a586 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 16:18:46 -0700 Subject: [PATCH 04/20] hoist git docs and fix styles --- docs/static_site/src/pages/api/api.html | 2 +- ...md => 1_github_contribution_and_PR_verification_tips.md} | 0 .../devGuide/debugging_and_performance_optimization_tips.md | 6 +++--- 3 files changed, 4 insertions(+), 4 deletions(-) rename docs/static_site/src/pages/api/devGuide/{github_contribution_and_PR_verification_tips.md => 1_github_contribution_and_PR_verification_tips.md} (100%) diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index 88f4f4dc0b4a..ed201c4601c2 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -189,7 +189,7 @@

    Developer Guide

  • diff --git a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md similarity index 100% rename from docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md rename to docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md index 907de4a605e6..050e061c7a26 100644 --- a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md @@ -12,7 +12,7 @@ Remember that the general workflow when defining your network with Gluon API is * inherit from `nn.Block` or `nn.HybridBlock` -# Debugging +## Debugging When debugging your MXNet code, remember the following @@ -21,7 +21,7 @@ When debugging your MXNet code, remember the following Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)](https://mxnet.incubator.apache.org/versions/1.2.1/architecture/program_model.html) is * *imperative style* is _define-by-run_ -* *symbolic style *is _define-then-run_ +* *symbolic style* is _define-then-run_ Basically, that means the execution path changes when calling `hybridize` on your network inherited from `HybridBlock` or `HybridSequential` (note that inheriting directly from `Block` is the same as not hybridizing your network). Since for efficiency, symbolic code does not keep the intermediate results then it would be hard to debug and examine the intermediate outputs. Therefore, if you want to *examine the intermediate results for debugging, do NOT hybridize*. Once everything is working as expected, then you can finally `hybridize` and enjoy the speed up. @@ -34,7 +34,7 @@ It is also useful to set the environment variable `MXNET_ENGINE_TYPE='NaiveEngin For more details here is a comprehensive tutorial on interactive debugging on [YouTube](https://www.youtube.com/watch?v=6-dOoJVw9_0). -# Performance optimization +## Performance optimization Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables](https://mxnet.apache.org/api/faq/env_var) that affect the performance of your code. From 7ce417d653139f1d452608bb323d07340ae0cdcd Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 17:28:48 -0700 Subject: [PATCH 05/20] use relative urls --- .../devGuide/debugging_and_performance_optimization_tips.md | 4 ++-- .../api/devGuide/examine_forward_results_with_hooks.md | 6 +++--- docs/static_site/src/pages/api/devGuide/profiling.md | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md index 050e061c7a26..8223264da9bb 100644 --- a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md @@ -18,7 +18,7 @@ When debugging your MXNet code, remember the following **Do NOT hybridize for debugging** -Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)](https://mxnet.incubator.apache.org/versions/1.2.1/architecture/program_model.html) is +Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)]({{ "/versions/1.2.1/architecture/program_model.html" | relative_url }}) is * *imperative style* is _define-by-run_ * *symbolic style* is _define-then-run_ @@ -36,7 +36,7 @@ It is also useful to set the environment variable `MXNET_ENGINE_TYPE='NaiveEngin ## Performance optimization -Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables](https://mxnet.apache.org/api/faq/env_var) that affect the performance of your code. +Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables]({{ "/api/faq/env_var" | relative_url }}) that affect the performance of your code. Please refer to [this presentation](https://www.slideshare.net/ThomasDelteil1/debugging-and-performance-tricks-for-mxnet-gluon) for more information on debugging and performance optimization. diff --git a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md index 0f3edb624fa8..f5341d634389 100644 --- a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md +++ b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md @@ -8,9 +8,9 @@ permalink: /api/devGuide/examine_forward_results_with_hooks There are currently three ways to register a function in an MXNet Gluon Block for execution either -* before `forward` via [register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook) -* after `forward` via [register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook) -* as a callback via [register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook) +* before `forward` via [register_forward_pre_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook" | relative_url }}) +* after `forward` via [register_forward_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook" | relative_url }}) +* as a callback via [register_op_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook" | relative_url }}) ## Pre-forward hook diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/devGuide/profiling.md index af4bfa37492e..e5d623f44242 100644 --- a/docs/static_site/src/pages/api/devGuide/profiling.md +++ b/docs/static_site/src/pages/api/devGuide/profiling.md @@ -6,7 +6,7 @@ permalink: /api/devGuide/profiling --- # Profiling -Apache MXNet provides memory [profiler](https://mxnet.apache.org/api/python/docs/api/mxnet/profiler/index.html) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: +Apache MXNet provides memory [profiler]({{"/api/python/docs/api/mxnet/profiler/index.html" | relative_url }}) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: 1. Configure the profiler 2. `set_state('run')` before the model is defined From 8fa5d9e5735c0f668449cb984a8888b106ca9c61 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 21:58:16 -0700 Subject: [PATCH 06/20] remove useless code block --- docs/static_site/src/pages/api/api.html | 7 ------- 1 file changed, 7 deletions(-) diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index ed201c4601c2..87841d8bd0b0 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -14,13 +14,6 @@ - Security - Extend and Contribute to MXNet -dev_guide: -- Exception handing and custom error types -- Profiling -- Debugging and performance optimization tips -- Examine forward results with hooks -- GitHub contribution and PR verification tips - docs: - title: Python guide_link: /api/python.html From 4ce94d47b901b5e84359586ea9ae5e42d46f32eb Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 22:16:54 -0700 Subject: [PATCH 07/20] use consistent url and file name --- .../1_github_contribution_and_PR_verification_tips.md | 2 +- .../debugging_and_performance_optimization_tips.md | 2 +- .../examine_forward_results_with_hooks.md | 2 +- .../exception_handing_and_custom_error_types.md | 2 +- .../src/pages/api/{devGuide => developer_guide}/profiling.md | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/1_github_contribution_and_PR_verification_tips.md (98%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/debugging_and_performance_optimization_tips.md (97%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/examine_forward_results_with_hooks.md (98%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/exception_handing_and_custom_error_types.md (97%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/profiling.md (99%) diff --git a/docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md similarity index 98% rename from docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md rename to docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md index 105b39b581bc..2a8e5df6b9b9 100644 --- a/docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md @@ -2,7 +2,7 @@ layout: page_category title: GitHub contribution and PR verification tips category: Developer Guide -permalink: /api/devGuide/github_contribution_and_PR_verification_tips +permalink: /api/dev-guide/github_contribution_and_PR_verification_tips --- # GitHub contribution and PR verification tips diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md similarity index 97% rename from docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md rename to docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md index 8223264da9bb..d57ab6a1418c 100644 --- a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md @@ -2,7 +2,7 @@ layout: page_category title: Debugging and performance optimization tips category: Developer Guide -permalink: /api/devGuide/debugging_and_performance_optimization_tips +permalink: /api/dev-guide/debugging_and_performance_optimization_tips --- # Debugging and performance optimization tips diff --git a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md similarity index 98% rename from docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md rename to docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md index f5341d634389..167fec288ff9 100644 --- a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md +++ b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md @@ -2,7 +2,7 @@ layout: page_category title: Examine forward results with hooks category: Developer Guide -permalink: /api/devGuide/examine_forward_results_with_hooks +permalink: /api/dev-guide/examine_forward_results_with_hooks --- # Examine forward results with hooks diff --git a/docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md similarity index 97% rename from docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md rename to docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md index e821660e83cd..de34461d8540 100644 --- a/docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md +++ b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md @@ -2,7 +2,7 @@ layout: page_category title: Exception handing and custom error types category: Developer Guide -permalink: /api/devGuide/exception_handing_and_custom_error_types +permalink: /api/dev-guide/exception_handing_and_custom_error_types --- # Exception handing and custom error types diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/developer_guide/profiling.md similarity index 99% rename from docs/static_site/src/pages/api/devGuide/profiling.md rename to docs/static_site/src/pages/api/developer_guide/profiling.md index e5d623f44242..95e1b436d6e2 100644 --- a/docs/static_site/src/pages/api/devGuide/profiling.md +++ b/docs/static_site/src/pages/api/developer_guide/profiling.md @@ -2,7 +2,7 @@ layout: page_category title: Profiling category: Developer Guide -permalink: /api/devGuide/profiling +permalink: /api/dev-guide/profiling --- # Profiling From 5ef29939ad02dab64485233cea39984af3690600 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 22:25:53 -0700 Subject: [PATCH 08/20] update heading --- docs/static_site/src/pages/api/developer_guide/profiling.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/static_site/src/pages/api/developer_guide/profiling.md b/docs/static_site/src/pages/api/developer_guide/profiling.md index 95e1b436d6e2..d5303fddaacf 100644 --- a/docs/static_site/src/pages/api/developer_guide/profiling.md +++ b/docs/static_site/src/pages/api/developer_guide/profiling.md @@ -59,7 +59,7 @@ profiler.dump(True) And in `chrome://tracing` use the `load` and select `test_profiler.json`, then you will see something like this ![dev_guide_profilling_1](/assets/img/dev_guide_profilling_1.png) To understand what is going on we need to dive deep into the MXNet runtime. -# Dive deep into MXNet runtime with the profiler +## Dive deep into MXNet runtime with the profiler We start with a simple example and try to explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. From 857670313e21f23d68399d0a07facd51ab5183bd Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Tue, 2 Jun 2020 17:14:26 -0700 Subject: [PATCH 09/20] add apache license header --- ...hub_contribution_and_PR_verification_tips.md | 17 +++++++++++++++++ ...bugging_and_performance_optimization_tips.md | 17 +++++++++++++++++ .../examine_forward_results_with_hooks.md | 17 +++++++++++++++++ .../exception_handing_and_custom_error_types.md | 17 +++++++++++++++++ .../src/pages/api/developer_guide/profiling.md | 17 +++++++++++++++++ 5 files changed, 85 insertions(+) diff --git a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md index 2a8e5df6b9b9..f07bb68ade24 100644 --- a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md @@ -4,6 +4,23 @@ title: GitHub contribution and PR verification tips category: Developer Guide permalink: /api/dev-guide/github_contribution_and_PR_verification_tips --- + + + + + + + + + + + + + + + + + # GitHub contribution and PR verification tips Here are some general git workflow tips diff --git a/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md index d57ab6a1418c..115762e3f412 100644 --- a/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md @@ -4,6 +4,23 @@ title: Debugging and performance optimization tips category: Developer Guide permalink: /api/dev-guide/debugging_and_performance_optimization_tips --- + + + + + + + + + + + + + + + + + # Debugging and performance optimization tips Remember that the general workflow when defining your network with Gluon API is either diff --git a/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md index 167fec288ff9..5adf807f53e3 100644 --- a/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md +++ b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md @@ -4,6 +4,23 @@ title: Examine forward results with hooks category: Developer Guide permalink: /api/dev-guide/examine_forward_results_with_hooks --- + + + + + + + + + + + + + + + + + # Examine forward results with hooks There are currently three ways to register a function in an MXNet Gluon Block for execution either diff --git a/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md index de34461d8540..d3b9b1eee575 100644 --- a/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md +++ b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md @@ -4,6 +4,23 @@ title: Exception handing and custom error types category: Developer Guide permalink: /api/dev-guide/exception_handing_and_custom_error_types --- + + + + + + + + + + + + + + + + + # Exception handing and custom error types diff --git a/docs/static_site/src/pages/api/developer_guide/profiling.md b/docs/static_site/src/pages/api/developer_guide/profiling.md index d5303fddaacf..326d5e62b5a9 100644 --- a/docs/static_site/src/pages/api/developer_guide/profiling.md +++ b/docs/static_site/src/pages/api/developer_guide/profiling.md @@ -4,6 +4,23 @@ title: Profiling category: Developer Guide permalink: /api/dev-guide/profiling --- + + + + + + + + + + + + + + + + + # Profiling Apache MXNet provides memory [profiler]({{"/api/python/docs/api/mxnet/profiler/index.html" | relative_url }}) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: From 820d13498708ba8eefe8a2b595b2b7ec239212f8 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 12:05:53 -0700 Subject: [PATCH 10/20] init dev guide --- docs/static_site/src/_sass/minima/_docs.scss | 8 +- docs/static_site/src/pages/api/api.html | 19 ++ ...gging_and_performance_optimization_tips.md | 42 +++ .../examine_forward_results_with_hooks.md | 146 ++++++++++ ...xception_handing_and_custom_error_types.md | 93 +++++++ ...b_contribution_and_PR_verification_tips.md | 174 ++++++++++++ .../src/pages/api/devGuide/profiling.md | 261 ++++++++++++++++++ 7 files changed, 742 insertions(+), 1 deletion(-) create mode 100644 docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md create mode 100644 docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md create mode 100644 docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md create mode 100644 docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md create mode 100644 docs/static_site/src/pages/api/devGuide/profiling.md diff --git a/docs/static_site/src/_sass/minima/_docs.scss b/docs/static_site/src/_sass/minima/_docs.scss index 09924f3166e7..b7b62ecb70fb 100644 --- a/docs/static_site/src/_sass/minima/_docs.scss +++ b/docs/static_site/src/_sass/minima/_docs.scss @@ -76,4 +76,10 @@ margin-bottom: 20px; padding-top: 20px; padding-bottom: 20px; -} \ No newline at end of file +} + +.docs-dev-guide { + background-color: $grey-color-light; + padding-top: 20px; + padding-bottom: 20px; +} diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index 6f87cf654fca..f48afe26a24b 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -14,6 +14,13 @@ - Security - Extend and Contribute to MXNet +dev_guide: +- Exception handing and custom error types +- Profiling +- Debugging and performance optimization tips +- Examine forward results with hooks +- GitHub contribution and PR verification tips + docs: - title: Python guide_link: /api/python.html @@ -189,4 +196,16 @@

    {{faq_c}}

    +
    +
    +

    Developer Guide

    +
      + {%- for p in site.pages -%} + {%- if p.category == 'Developer Guide' -%} +
    • {{p.title}}
    • + {%- endif -%} + {%- endfor -%} +
    +
    +
    diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md new file mode 100644 index 000000000000..907de4a605e6 --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md @@ -0,0 +1,42 @@ +--- +layout: page_category +title: Debugging and performance optimization tips +category: Developer Guide +permalink: /api/devGuide/debugging_and_performance_optimization_tips +--- +# Debugging and performance optimization tips + +Remember that the general workflow when defining your network with Gluon API is either + +* build sequentially using `nn.Sequential` or `nn.HybridSequential` + +* inherit from `nn.Block` or `nn.HybridBlock` + +# Debugging + +When debugging your MXNet code, remember the following + +**Do NOT hybridize for debugging** + +Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)](https://mxnet.incubator.apache.org/versions/1.2.1/architecture/program_model.html) is + +* *imperative style* is _define-by-run_ +* *symbolic style *is _define-then-run_ + + +Basically, that means the execution path changes when calling `hybridize` on your network inherited from `HybridBlock` or `HybridSequential` (note that inheriting directly from `Block` is the same as not hybridizing your network). Since for efficiency, symbolic code does not keep the intermediate results then it would be hard to debug and examine the intermediate outputs. Therefore, if you want to *examine the intermediate results for debugging, do NOT hybridize*. Once everything is working as expected, then you can finally `hybridize` and enjoy the speed up. + +Please checkout the [d2l](http://d2l.ai/chapter_computational-performance/hybridize.html?highlight=hybridize#hybrid-programming) for more details about hybrid-programming model. + +## Use naive engine + +It is also useful to set the environment variable `MXNET_ENGINE_TYPE='NaiveEngine'` prior to running your (end-to-end) code. This setting disables multi-threading and the execution engine will be synchronous, so you can examine the backtrace more easily. Remember to change it back to either the default `'ThreadedEnginePerDevice'` or `'ThreadedEngine'`. + + For more details here is a comprehensive tutorial on interactive debugging on [YouTube](https://www.youtube.com/watch?v=6-dOoJVw9_0). + +# Performance optimization + +Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables](https://mxnet.apache.org/api/faq/env_var) that affect the performance of your code. + +Please refer to [this presentation](https://www.slideshare.net/ThomasDelteil1/debugging-and-performance-tricks-for-mxnet-gluon) for more information on debugging and performance optimization. + diff --git a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md new file mode 100644 index 000000000000..d01e1c644605 --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md @@ -0,0 +1,146 @@ +--- +layout: page_category +title: Examine forward results with hooks +category: Developer Guide +permalink: /api/devGuide/examine_forward_results_with_hooks +--- +# Examine forward results with hooks + +There are currently three ways to register a function in an MXNet Gluon Block for execution either + +* before `forward` via `[register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook)` +* after `forward` via `[register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook)` +* as a callback via `[register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook)` + +## Pre-forward hook + +To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output i.e. **`hook(block, input) -> None`.** **This is useful for example to get some summary before execution. + +``` +import mxnet as mx +from mxnet.gluon import nn + +block = nn.Dense(10) +block.initialize() +print("{}".format(block)) +# Dense(None -> 10, linear) + +def pre_hook(block, input) -> None: # notice it has two arguments, one block and one input + print("{}".format(block)) + return + +# register +pre_handle = block.register_forward_pre_hook(pre_hook) +input = mx.nd.ones((3, 5)) +print(block(input)) + +# Dense(None -> 10, linear) +# [[ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106]] +# +``` + +We can `detach` a hook from a block + + +``` +pre_handle.detach() +print(block(input)) + +# [[ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106]] +# +``` + +Notice `Dense(None -> 10, linear)` is not displayed anymore. + +## Post-forward hook + +Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output. **Continuing from the above example + + +``` +def post_hook(block, intput, output) -> None: + print("{}".format(block)) + return + +post_handle = block.register_forward_hook(post_hook) +print(block(input)) + +# Dense(5 -> 10, linear) +# [[ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106] +# [ 0.11254273 0.11162187 0.02200389 -0.04842059 0.09531345 0.00880495 +# -0.07610667 0.1562067 0.14192852 0.04463106]] +# +``` + + +Notice the difference between `pre_hook` and `post_hook` results due to shape inference after `forward` is done executing. + +## Callback hook + +We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization **with `register_op_hook(callback, monitor_all=False) ` where callback signature should be + + +``` +callback(node_name: str, opr_name: str, arr: NDArray) -> None +``` + +where `node_name` is the name of the tensor being inspected (str), `opr_name` is the name of the operator producing or consuming that tensor (str) and finally `arr` the tensor being inspected (NDArray). + + +``` +import mxnet as mx +from mxnet.gluon import nn + +def mon_callback(node_name, opr_name, arr): + print("{}".format(node_name)) + print("{}".format(opr_name)) + return + +model = nn.HybridSequential(prefix="dense_") +with model.name_scope(): + model.add(mx.gluon.nn.Dense(2)) + +model.initialize() +model.hybridize() +model.register_op_hook(mon_callback, monitor_all=True) +print(model(mx.nd.ones((2, 3, 4)))) + +# b'dense_dense0_fwd_data' +# b'FullyConnected' +# b'dense_dense0_fwd_weight' +# b'FullyConnected' +# b'dense_dense0_fwd_bias' +# b'FullyConnected' +# b'dense_dense0_fwd_output' +# b'FullyConnected' +# [[-0.05979988 -0.16349721] +# [-0.05979988 -0.16349721]] +# +``` + + +Setting `monitor_all=False` will print only the output + + +``` +`# b'dense_dense0_fwd_output'` +`# b'FullyConnected'`` +# [[-0.05979988 -0.16349721] +# [-0.05979988 -0.16349721]] +# 273 raise get_last_ffi_error() + 274 + 275 +ValueError: Traceback (most recent call last): + File "src/operator/numpy/np_matrix_op.cc", line 77 + +ValueError: Check failed: axes_set.size() == axes.ndim() (2 vs. 3) : Repeated axis in transpose. param.axes = [0,0,1] +``` + + +Note that as of writing this document, the following Python error types are supported + + +* `ValueError` +* `TypeError` +* `AttributeError` +* `IndexError` +* `NotImplementedError` + +Check [this](https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/error.py) our for more details. + +## How to register a custom error type + +Here is the way to register a custom error type in Python frontend + + +``` +import mxnet as mx + +@mx.error.register +class MyError(mx.MXNetError): + def __init__(self, msg): + super().__init__(msg) +``` + +Then in the C++ backend, you can refer to `MyError` via + +`LOG(FATAL) << "MyError: this is a custom error message" +` diff --git a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md new file mode 100644 index 000000000000..25c7fa1a7ead --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md @@ -0,0 +1,174 @@ +--- +layout: page_category +title: GitHub contribution and PR verification tips +category: Developer Guide +permalink: /api/devGuide/github_contribution_and_PR_verification_tips +--- +# GitHub contribution and PR verification tips + +Here are some general git workflow tips + +## Setup and configure + +Fork https://github.com/apache/incubator-mxnet then + +``` +git clone https://github.com/your_username/incubator-mxnet +cd mxnet +git remote add upstream https://github.com/apache/incubator-mxnet +``` + +Once `upstream` was added, then create a branch for your contribution + + +``` +git branch your-contribution-branch +``` + +Note that you can incorporate the changes from `upstream` to any of your local branches during or after development via + +``` +git fetch upstream +git rebase upstream/master +``` + +See [this stackoverflow discussion](https://stackoverflow.com/questions/3357122/git-pull-vs-git-fetch-vs-git-rebase) for more details about difference between `git pull`, `git rebase` and `git merge`. + +Since Apache MXNet 3rdparty git submodules, to update their changes on your branch after rebase, you can run + +``` +git submodule update +``` + +## Save your local changes for future + +During development, you can save your current changes in your branch before committing anything for example to go to another branch to do something else via + + +``` +git stash save +``` + +and to bring the changes + + +``` +git stash pop +``` + + +And to drop the changes + +``` +git stash drop +``` + +## Reset + +Sometimes, if you want to wipe out the changes you have made you can use + +``` +git reset --hard +``` + +Be very careful since hard reset removes any of the changes and you’ll be back to the HEAD commit. To remove all the changed before a commit given its commit-SHA you can use `git reset --hard ``commit-SHA `or `git reset --hard HEAD~2 ` to remove relative to the first two commits on top of HEAD. + +However, sometimes it’s useful to keep the files/changes staged when moving the HEAD which can be done via +`git reset --soft.` + +In [summary](https://stackoverflow.com/a/50022436), + + +* **`--soft`**: **uncommit** changes, changes are left staged (*index*). +* **`--mixed`** *(default)*: **uncommit + unstage** changes, changes are left in *working tree*. +* **`--hard`**: **uncommit + unstage + delete** changes, nothing left. + + + +## Recover a previous commit after reset + +Sometimes we could mistakenly reset a branch to a wrong commit. When that happens, you can use the following command to show the list of recent commits + + +``` +git reflog +``` + +Once you get the right hashtag, you can use git reset again to change the head to the right commit. + + +## How to resolve conflict with master + +Sometimes when rebasing to the most recent master as explained above, git may show you there are some conflicts which it can not resolve so can not be merged. For examples, your file `conflict.py` has some conflicts with the master branch. Here you need to + +* manually modify the file to resolve the conflict. +* After you resolved the conflict, mark it as resolved by + +``` +git add conflict.py +``` + +* Then you can continue rebase by + +``` +git rebase --continue +``` + +* Finally push to your fork, you may need to **force push** here. + +``` +git push --force +``` + +**Note** that force push is okay when it’s on your branch and you are the only one who is using that branch. Otherwise, it can have bad consequences as it’s rewritten the history. + + +## How to group multiple commits into one + +Sometimes, you may have added a lot related commits suitable to be grouped/combined together to create one meaningful atomic commit. For example, when later commits are only fixes to previous ones, in your PR. +If you haven’t configured your default git editor, do the following once + +``` +git config core.editor the-editor-you-like +``` + +Assume we want to merge the last 3 commits. + +``` +git rebase -i HEAD~3 +``` + +1. It will pop up an text editor. Set the **first commit as pick,** and **change later ones to squash**. +2. After you saved the file, it will pop up another text editor to ask you modify the combined commit message. +3. Push the changes to your fork, you need to force push. + +``` +git push --force +``` + +**Note** that force push is okay when it’s on your branch and you are the only one who is using that branch. Otherwise, it can have bad consequences as it’s rewritten the history. + + +## Apply only k-latest commits on to the master + +Sometimes it is useful to only apply your k-latest changes on top of the master. This usually happens when you have other m-commits that are already merged before these k-commits. Directly rebase against the master might cause merge conflicts on these first m-commits (which can be safely discarded). + +You can instead use the following command + + +``` +# k is the concrete number. Put HEAD~2 for the last 1 commit. +git rebase --onto upstream/master HEAD~k +``` + +You can then force push to the master `git push --force`. Note that the above command will discard all the commits before the last k ones. + + +## What is the consequence of force push + +The last three tips require the force push, this is because we altered the path of the commits. _**It is fine to force push to your own fork, as long as the commits changed are only yours.**_ In case there are multiple collaborators who use your branch there is a safer option `git push --force-with-lease.` + + +## PR verification + +When sending a pull request, remember to add some tests. During the development, one can set `MXNET_TEST_COUNT=1000/10000` to test on some randomly selected test cases. This makes the testing and development cycle faster. Moreover, some test results might change due to the seed in pseudo-random number generator. To fix the seed during testing, set `MXNET_TEST_SEED=your seed number` diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/devGuide/profiling.md new file mode 100644 index 000000000000..07593338363f --- /dev/null +++ b/docs/static_site/src/pages/api/devGuide/profiling.md @@ -0,0 +1,261 @@ +--- +layout: page_category +title: Profiling +category: Developer Guide +permalink: /api/devGuide/profiling +--- +# Profiling + +Apache MXNet provides memory [profiler](https://mxnet.apache.org/api/python/docs/api/mxnet/profiler/index.html) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: + +1. Configure the profiler +2. `set_state('run')` before the model is defined +3. Add `mx.nd.waitall()` to enforce synchronization after you have done with some computation (maybe as part of training) +4. Then add `set_state('stop')` +5. Finally `dump` the profiling results + + +Here is a simple example + +``` +import mxnet as mx +from mxnet.gluon import nn +from mxnet import profiler + +def enable_profiler(profile_filename, run=True, continuous_dump=False, aggregate_stats=False): + profiler.set_config(profile_symbolic=True, + profile_imperative=True, + profile_memory=True, + profile_api=True, + filename=profile_filename, + continuous_dump=continuous_dump, + aggregate_stats=aggregate_stats) + if run: + profiler.set_state('run') + +enable_profiler(profile_filename='test_profiler.json', run=True, continuous_dump=True) +profiler.set_state('run') + +model = nn.HybridSequential(prefix='net_') +with model.name_scope(): + model.add(nn.Dense(128, activation='tanh')) + model.add(nn.Dropout(0.5)) + model.add(nn.Dense(64, activation='tanh'), + nn.Dense(32, in_units=64)) + model.add(nn.Activation('relu')) +model.initialize(ctx=mx.cpu()) +model.hybridize() + +inputs = mx.sym.var('data') + +with mx.autograd.record(): + out = model(mx.nd.zeros((16, 10), ctx=mx.cpu())) +out.backward() +mx.nd.waitall() +profiler.set_state('stop') +profiler.dump(True) +``` + +And in `chrome://tracing` use the `load` and select `test_profiler.json`, then you will see something like this +[Image: Screen Shot 2020-05-25 at 7.13.13 PM.png]To understand what is going on we need to dive deep into the MXNet runtime. + +# Dive deep into MXNet runtime with the `profiler` + +We start with a simple example and try to explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. + +``` +import mxnet as mx +import numpy as np + +from mxnet import profiler + +#configure the profiler +profiler.set_config(profile_all=True, aggregate_stats=True, filename='trace_profile.json') +#start the profiler collecting data +profiler.set_state('run') + +########################################################### +#1. create our data +data = np.linspace(1,9,9).reshape((3,3)) + +#2. create an MXNet ndarray +a = mx.nd.array(data) + +#3. compute on our data and produce results +b = mx.nd.diag(a) +c = mx.nd.sum(b,-1) + +#4. wait for computation to finish +mx.nd.waitall() +########################################################### + +#stop the profiler +profiler.set_state('stop') + +#dump the profiling data as a string +print(profiler.dumps()) +#dump the profiling data as a json file that can be viewed graphically +profiler.dump() +``` + +When running this code, the dumps function dumps the profiling data to a string and returns it (which we promptly print). This statistical info is shown below. + +``` +Profile Statistics: + Note the difference in units for different entries. +Device Storage +================= +Name Total Count Min Use (kB) Max Use (kB) Avg Use (kB) +---- ----------- ------------- ------------- ------------- +Memory: cpu/0 3 96.0600 96.0760 0.0080 + +MXNET_C_API +================= +Name Total Count Time (ms) Min Time (ms) Max Time (ms) Avg Time (ms) +---- ----------- --------- ------------- ------------- ------------- +MXImperativeInvokeEx 2 0.3360 0.0990 0.2370 0.1680 +MXNet C API Calls 17 0.2320 0.2160 0.2320 0.0080 +MXNDArraySyncCopyFromCPU 1 0.1750 0.1750 0.1750 0.1750 +MXNDArrayCreateEx 1 0.1050 0.1050 0.1050 0.1050 +MXNDArrayGetShapeEx 11 0.0210 0.0000 0.0160 0.0019 +MXNDArrayWaitAll 1 0.0200 0.0200 0.0200 0.0200 +MXNDArrayGetDType 1 0.0010 0.0010 0.0010 0.0010 +MXNet C API Concurrency 34 0.0000 0.0000 0.0010 0.0000 + +operator +================= +Name Total Count Time (ms) Min Time (ms) Max Time (ms) Avg Time (ms) +---- ----------- --------- ------------- ------------- ------------- +sum 1 0.0520 0.0520 0.0520 0.0520 +diag 1 0.0410 0.0410 0.0410 0.0410 +WaitForVar 1 0.0220 0.0220 0.0220 0.0220 +``` + +The dump function writes out the same data in a different format to a file that can be opened in `chrome://tracing` and displayed visually. This can be seen in the diagram below. + +[Image: Screen Shot 2018-09-11 at 1.03.06 PM.png] +The profiling data has captured info about interesting functions that have executed which your program was running. Here are some explanations about what each one does. + +### **The functions in the C_API are:** + +|****Function Name**** |****Description**** | +|--- |--- | +|****MXImperativeInvokeEx**** | invokes an operator to perform the computation | +|****MXNDArrayCreateEx**** | creates an ndarray | +| ****MXNDArrayGetDType**** | returns the data type of the ndarray | +| ****MXNDArrayGetShape**** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | +| ****MXNDArraySyncCopyFromCPU**** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the mxnet data structure | +| ****MXNDArrayWaitAll**** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program there is no waiting, data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | + +### The function in the Engine API are:**The function in the**** Engine API are:** + +| ****Function Name**** | ****Description**** | +|--- |--- | +| ****WaitForVar**** | Takes a variable reference as input and waits until that variable has been computed before returning | + +### Other API functions:**Other A****PI functions:** + +| ****Function Name**** | ****Description**** | +|--- |--- | +| ****ResourceParallelRandomSetSeed**** | sets the random number generator seed | + +### Operators we intended to call in the code: + +| ****Operator Name**** | ****Description**** | +|--- |--- | +| ****sum**** | sum a tensor along a particular axis | +| ****diag**** | compute the diagonal of the tensor | + + + +## Closer look + +From the code, we can identify the major events in our test application + +1. Initialize our input data +2. Creating a new MXNet ndarray using our existing data values +3. Compute on our data + 1. produce the diagonal of the input data + 2. sum along the diagonal to compute the “trace” of the matrix +4. Wait for computation to finish (only needed when profiling) + +Nothing MXNet related happens before #2 (in our code example) those calls are all regular numpy functions. When #2 happens and we create an MXNet ndarray quite a few things happen. The screenshot below shows a zoomed in portion of the timeline. + +[Image: Screen Shot 2018-09-12 at 11.56.38 AM.png] +Here, the four red arrows show the important events in this sequence. + +1. First, the `MXNDArrayCreateEx` is called to physically allocate space to store the data and other necessary attributes in the `ndarray` class +2. Then some support functions are called (`MXNDArrayGetShape,` `MXNDArrayGetDType`) while initialing the data structure +3. Finally the data is copied from the non-MXNet ndarray into the newly prepared MXNet ndarray by the `MXNDArraySyncCopyFromCPU` function + +Next, #3 (in our code example) begins the computing process to produce our output data. The screenshot below shows this behavior. + +[Image: Screen Shot 2018-09-12 at 12.46.18 PM.png] +Here you can see that the following sequence of events happen: + +1. `MXImperativeInvokeEx` is called the first time to launch the diagonal operator from #3 (in our code example) +2. Soon after that the actual **`diag`** operator begins executing in another thread +3. While that is happening, our main thread moves on and calls `MXImperativeInvokeEx` again to launch the **`sum`** operator. Just like before this returns without actually executing the operator and continues. +4. Lastly, the `MXNDArrayWaitAll` is called as the main thread has progressed to #4 in our app. It will wait here while all the computation finishes + +Next lets look at a view of the part of the timeline zoomed to the actual operator execution. + +[Image: Screen Shot 2018-09-12 at 1.00.14 PM.png] +Here there are 3 main events happening: + +1. The **`diag`** operator is executing first +2. Then the `ResourceParallelRandomSetSeed` runs +3. And finally the `sum` operator executes (for a very short time as shown by the big red arrow) + +The `diag` operator running makes sense (although seems to take a little longer than we'd like). And at the end the sum operator runs (very quickly!). But the weird part in the middle is this `**ResourceParallelRandomSetSeed**` thing running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence the random number generator is initialized by setting the seed. So this is some initialization overhead. But lets try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. + + Here is the modified code: + +``` +import mxnet as mx +import numpy as np + +from mxnet import profiler + +profiler.set_config(profile_all=True, aggregate_stats=True, filename='trace_profile.json') +profiler.set_state('run') + +################ +# first run +sdata = np.linspace(1,9,9).reshape((3,3)) + +sa = mx.nd.array(sdata) +sb = mx.nd.diag(sa) +sc = mx.nd.sum(sb,-1) + +mx.nd.waitall() +################ + +################ +# second run +data = np.linspace(1,9,9).reshape((3,3)) + +a = mx.nd.array(data) +b = mx.nd.diag(a) +c = mx.nd.sum(b,-1) + +mx.nd.waitall() +################ + +profiler.set_state('stop') + +print(profiler.dumps()) +profiler.dump() +``` + +Notice that we renamed the variables and made another copy after the `waital`l call. This is so that MXNet doesn’t have to worry about re-using variables, and to segment the 2nd half after the first time initialization. + + Here is an overview of the *new* timeline: + +[Image: Screen Shot 2018-09-12 at 1.14.36 PM(1).png] +The first red box is the first run, and the 2nd smaller one is the 2nd run. First off, we can see how much smaller the 2nd one is now without any of the initialization routines. Here is a zoomed in view of just the 2nd run. + + +[Image: Screen Shot 2018-09-12 at 1.26.50 PM.png]We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next `**MXImperativeInvokeEx**` launching the **`sum`** operator. In this case it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the `**MXNDArrayWaitAll**` everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run). + + From 40d412087720aa725a62d2a01bddd5a42659ee20 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 14:24:34 -0700 Subject: [PATCH 11/20] move dev guide above FAQ --- docs/static_site/src/_sass/minima/_docs.scss | 6 +++-- docs/static_site/src/pages/api/api.html | 24 ++++++++++---------- 2 files changed, 16 insertions(+), 14 deletions(-) diff --git a/docs/static_site/src/_sass/minima/_docs.scss b/docs/static_site/src/_sass/minima/_docs.scss index b7b62ecb70fb..f628740862ae 100644 --- a/docs/static_site/src/_sass/minima/_docs.scss +++ b/docs/static_site/src/_sass/minima/_docs.scss @@ -67,7 +67,9 @@ } .docs-faq { - background-color: white; + background-color: $grey-color-light; + padding-top: 20px; + padding-bottom: 20px; } .docs-architecture { @@ -79,7 +81,7 @@ } .docs-dev-guide { - background-color: $grey-color-light; + background-color: white; padding-top: 20px; padding-bottom: 20px; } diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index f48afe26a24b..88f4f4dc0b4a 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -180,6 +180,18 @@

    Deep Learning System Design Concepts

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b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md @@ -8,13 +8,13 @@ permalink: /api/devGuide/examine_forward_results_with_hooks There are currently three ways to register a function in an MXNet Gluon Block for execution either -* before `forward` via `[register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook)` -* after `forward` via `[register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook)` -* as a callback via `[register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook)` +* before `forward` via [register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook) +* after `forward` via [register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook) +* as a callback via [register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook) ## Pre-forward hook -To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output i.e. **`hook(block, input) -> None`.** **This is useful for example to get some summary before execution. +To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output i.e.** `hook(block, input) -> None`. This is useful for example to get some summary before execution. ``` import mxnet as mx @@ -64,7 +64,7 @@ Notice `Dense(None -> 10, linear)` is not displayed anymore. ## Post-forward hook -Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output. **Continuing from the above example +Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output.** Continuing from the above example ``` @@ -90,7 +90,7 @@ Notice the difference between `pre_hook` and `post_hook` results due to shape in ## Callback hook -We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization **with `register_op_hook(callback, monitor_all=False) ` where callback signature should be +We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization** with `register_op_hook(callback, monitor_all=False) ` where callback signature should be ``` diff --git a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md index 25c7fa1a7ead..105b39b581bc 100644 --- a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md @@ -10,7 +10,7 @@ Here are some general git workflow tips ## Setup and configure -Fork https://github.com/apache/incubator-mxnet then +Fork [https://github.com/apache/incubator-mxnet](https://github.com/apache/incubator-mxnet) then ``` git clone https://github.com/your_username/incubator-mxnet diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/devGuide/profiling.md index 07593338363f..af4bfa37492e 100644 --- a/docs/static_site/src/pages/api/devGuide/profiling.md +++ b/docs/static_site/src/pages/api/devGuide/profiling.md @@ -57,9 +57,9 @@ profiler.dump(True) ``` And in `chrome://tracing` use the `load` and select `test_profiler.json`, then you will see something like this -[Image: Screen Shot 2020-05-25 at 7.13.13 PM.png]To understand what is going on we need to dive deep into the MXNet runtime. +![dev_guide_profilling_1](/assets/img/dev_guide_profilling_1.png) To understand what is going on we need to dive deep into the MXNet runtime. -# Dive deep into MXNet runtime with the `profiler` +# Dive deep into MXNet runtime with the profiler We start with a simple example and try to explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. @@ -133,38 +133,38 @@ WaitForVar 1 0.0220 0.0220 The dump function writes out the same data in a different format to a file that can be opened in `chrome://tracing` and displayed visually. This can be seen in the diagram below. -[Image: Screen Shot 2018-09-11 at 1.03.06 PM.png] +![dev_guide_profilling_2.png](/assets/img/dev_guide_profilling_2.png) The profiling data has captured info about interesting functions that have executed which your program was running. Here are some explanations about what each one does. ### **The functions in the C_API are:** -|****Function Name**** |****Description**** | +|**Function Name** |**Description** | |--- |--- | -|****MXImperativeInvokeEx**** | invokes an operator to perform the computation | -|****MXNDArrayCreateEx**** | creates an ndarray | -| ****MXNDArrayGetDType**** | returns the data type of the ndarray | -| ****MXNDArrayGetShape**** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | -| ****MXNDArraySyncCopyFromCPU**** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the mxnet data structure | -| ****MXNDArrayWaitAll**** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program there is no waiting, data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | +|**MXImperativeInvokeEx** | invokes an operator to perform the computation | +|**MXNDArrayCreateEx** | creates an ndarray | +| **MXNDArrayGetDType** | returns the data type of the ndarray | +| **MXNDArrayGetShape** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | +| **MXNDArraySyncCopyFromCPU** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the mxnet data structure | +| **MXNDArrayWaitAll** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program there is no waiting, data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | -### The function in the Engine API are:**The function in the**** Engine API are:** +### **The function in the Engine API are:** -| ****Function Name**** | ****Description**** | +| **Function Name** | **Description** | |--- |--- | -| ****WaitForVar**** | Takes a variable reference as input and waits until that variable has been computed before returning | +| **WaitForVar** | Takes a variable reference as input and waits until that variable has been computed before returning | -### Other API functions:**Other A****PI functions:** +### **Other API functions:** -| ****Function Name**** | ****Description**** | +| **Function Name** | **Description** | |--- |--- | -| ****ResourceParallelRandomSetSeed**** | sets the random number generator seed | +| **ResourceParallelRandomSetSeed** | sets the random number generator seed | -### Operators we intended to call in the code: +### **Operators we intended to call in the code:** -| ****Operator Name**** | ****Description**** | +| **Operator Name** | **Description** | |--- |--- | -| ****sum**** | sum a tensor along a particular axis | -| ****diag**** | compute the diagonal of the tensor | +| **sum** | sum a tensor along a particular axis | +| **diag** | compute the diagonal of the tensor | @@ -181,7 +181,7 @@ From the code, we can identify the major events in our test application Nothing MXNet related happens before #2 (in our code example) those calls are all regular numpy functions. When #2 happens and we create an MXNet ndarray quite a few things happen. The screenshot below shows a zoomed in portion of the timeline. -[Image: Screen Shot 2018-09-12 at 11.56.38 AM.png] +![dev_guide_profilling_3.png](/assets/img/dev_guide_profilling_3.png) Here, the four red arrows show the important events in this sequence. 1. First, the `MXNDArrayCreateEx` is called to physically allocate space to store the data and other necessary attributes in the `ndarray` class @@ -190,7 +190,7 @@ Here, the four red arrows show the important events in this sequence. Next, #3 (in our code example) begins the computing process to produce our output data. The screenshot below shows this behavior. -[Image: Screen Shot 2018-09-12 at 12.46.18 PM.png] +![dev_guide_profilling_4.png](/assets/img/dev_guide_profilling_4.png) Here you can see that the following sequence of events happen: 1. `MXImperativeInvokeEx` is called the first time to launch the diagonal operator from #3 (in our code example) @@ -200,14 +200,14 @@ Here you can see that the following sequence of events happen: Next lets look at a view of the part of the timeline zoomed to the actual operator execution. -[Image: Screen Shot 2018-09-12 at 1.00.14 PM.png] +![dev_guide_profilling_5.png](/assets/img/dev_guide_profilling_5.png) Here there are 3 main events happening: 1. The **`diag`** operator is executing first 2. Then the `ResourceParallelRandomSetSeed` runs 3. And finally the `sum` operator executes (for a very short time as shown by the big red arrow) -The `diag` operator running makes sense (although seems to take a little longer than we'd like). And at the end the sum operator runs (very quickly!). But the weird part in the middle is this `**ResourceParallelRandomSetSeed**` thing running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence the random number generator is initialized by setting the seed. So this is some initialization overhead. But lets try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. +The `diag` operator running makes sense (although seems to take a little longer than we'd like). And at the end the sum operator runs (very quickly!). But the weird part in the middle is this **`ResourceParallelRandomSetSeed`** thing running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence the random number generator is initialized by setting the seed. So this is some initialization overhead. But let's try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. Here is the modified code: @@ -252,10 +252,10 @@ Notice that we renamed the variables and made another copy after the `waital`l c Here is an overview of the *new* timeline: -[Image: Screen Shot 2018-09-12 at 1.14.36 PM(1).png] +![dev_guide_profilling_6.png](/assets/img/dev_guide_profilling_6.png) The first red box is the first run, and the 2nd smaller one is the 2nd run. First off, we can see how much smaller the 2nd one is now without any of the initialization routines. Here is a zoomed in view of just the 2nd run. -[Image: Screen Shot 2018-09-12 at 1.26.50 PM.png]We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next `**MXImperativeInvokeEx**` launching the **`sum`** operator. In this case it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the `**MXNDArrayWaitAll**` everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run). +![dev_guide_profilling_7.png](/assets/img/dev_guide_profilling_7.png)We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next **`MXImperativeInvokeEx`** launching the **`sum`** operator. In this case it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the **`MXNDArrayWaitAll`** everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run). From 8febacc36eac7c9f8069606320393fca0ac92df0 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 16:18:46 -0700 Subject: [PATCH 13/20] hoist git docs and fix styles --- docs/static_site/src/pages/api/api.html | 2 +- ...md => 1_github_contribution_and_PR_verification_tips.md} | 0 .../devGuide/debugging_and_performance_optimization_tips.md | 6 +++--- 3 files changed, 4 insertions(+), 4 deletions(-) rename docs/static_site/src/pages/api/devGuide/{github_contribution_and_PR_verification_tips.md => 1_github_contribution_and_PR_verification_tips.md} (100%) diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index 88f4f4dc0b4a..ed201c4601c2 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -189,7 +189,7 @@

    Developer Guide

  • diff --git a/docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md similarity index 100% rename from docs/static_site/src/pages/api/devGuide/github_contribution_and_PR_verification_tips.md rename to docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md index 907de4a605e6..050e061c7a26 100644 --- a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md @@ -12,7 +12,7 @@ Remember that the general workflow when defining your network with Gluon API is * inherit from `nn.Block` or `nn.HybridBlock` -# Debugging +## Debugging When debugging your MXNet code, remember the following @@ -21,7 +21,7 @@ When debugging your MXNet code, remember the following Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)](https://mxnet.incubator.apache.org/versions/1.2.1/architecture/program_model.html) is * *imperative style* is _define-by-run_ -* *symbolic style *is _define-then-run_ +* *symbolic style* is _define-then-run_ Basically, that means the execution path changes when calling `hybridize` on your network inherited from `HybridBlock` or `HybridSequential` (note that inheriting directly from `Block` is the same as not hybridizing your network). Since for efficiency, symbolic code does not keep the intermediate results then it would be hard to debug and examine the intermediate outputs. Therefore, if you want to *examine the intermediate results for debugging, do NOT hybridize*. Once everything is working as expected, then you can finally `hybridize` and enjoy the speed up. @@ -34,7 +34,7 @@ It is also useful to set the environment variable `MXNET_ENGINE_TYPE='NaiveEngin For more details here is a comprehensive tutorial on interactive debugging on [YouTube](https://www.youtube.com/watch?v=6-dOoJVw9_0). -# Performance optimization +## Performance optimization Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables](https://mxnet.apache.org/api/faq/env_var) that affect the performance of your code. From b38f3f9caa72ad20f06aa07cadc322f8c3f1bae6 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 17:28:48 -0700 Subject: [PATCH 14/20] use relative urls --- .../devGuide/debugging_and_performance_optimization_tips.md | 4 ++-- .../api/devGuide/examine_forward_results_with_hooks.md | 6 +++--- docs/static_site/src/pages/api/devGuide/profiling.md | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md index 050e061c7a26..8223264da9bb 100644 --- a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md @@ -18,7 +18,7 @@ When debugging your MXNet code, remember the following **Do NOT hybridize for debugging** -Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)](https://mxnet.incubator.apache.org/versions/1.2.1/architecture/program_model.html) is +Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)]({{ "/versions/1.2.1/architecture/program_model.html" | relative_url }}) is * *imperative style* is _define-by-run_ * *symbolic style* is _define-then-run_ @@ -36,7 +36,7 @@ It is also useful to set the environment variable `MXNET_ENGINE_TYPE='NaiveEngin ## Performance optimization -Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables](https://mxnet.apache.org/api/faq/env_var) that affect the performance of your code. +Following up on using the environment variable `MXNET_ENGINE_TYPE` for debugging, here are the [available environment variables]({{ "/api/faq/env_var" | relative_url }}) that affect the performance of your code. Please refer to [this presentation](https://www.slideshare.net/ThomasDelteil1/debugging-and-performance-tricks-for-mxnet-gluon) for more information on debugging and performance optimization. diff --git a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md index 0f3edb624fa8..f5341d634389 100644 --- a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md +++ b/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md @@ -8,9 +8,9 @@ permalink: /api/devGuide/examine_forward_results_with_hooks There are currently three ways to register a function in an MXNet Gluon Block for execution either -* before `forward` via [register_forward_pre_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook) -* after `forward` via [register_forward_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook) -* as a callback via [register_op_hook](https://mxnet.apache.org/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook) +* before `forward` via [register_forward_pre_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook" | relative_url }}) +* after `forward` via [register_forward_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook" | relative_url }}) +* as a callback via [register_op_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_op_hook" | relative_url }}) ## Pre-forward hook diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/devGuide/profiling.md index af4bfa37492e..e5d623f44242 100644 --- a/docs/static_site/src/pages/api/devGuide/profiling.md +++ b/docs/static_site/src/pages/api/devGuide/profiling.md @@ -6,7 +6,7 @@ permalink: /api/devGuide/profiling --- # Profiling -Apache MXNet provides memory [profiler](https://mxnet.apache.org/api/python/docs/api/mxnet/profiler/index.html) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: +Apache MXNet provides memory [profiler]({{"/api/python/docs/api/mxnet/profiler/index.html" | relative_url }}) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: 1. Configure the profiler 2. `set_state('run')` before the model is defined From c24d9585e77c8c81434d983cce9c47b74f38c9df Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 21:58:16 -0700 Subject: [PATCH 15/20] remove useless code block --- docs/static_site/src/pages/api/api.html | 7 ------- 1 file changed, 7 deletions(-) diff --git a/docs/static_site/src/pages/api/api.html b/docs/static_site/src/pages/api/api.html index ed201c4601c2..87841d8bd0b0 100644 --- a/docs/static_site/src/pages/api/api.html +++ b/docs/static_site/src/pages/api/api.html @@ -14,13 +14,6 @@ - Security - Extend and Contribute to MXNet -dev_guide: -- Exception handing and custom error types -- Profiling -- Debugging and performance optimization tips -- Examine forward results with hooks -- GitHub contribution and PR verification tips - docs: - title: Python guide_link: /api/python.html From 9b25766503c12e44e7ef6c192212e868b77ee3ec Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 22:16:54 -0700 Subject: [PATCH 16/20] use consistent url and file name --- .../1_github_contribution_and_PR_verification_tips.md | 2 +- .../debugging_and_performance_optimization_tips.md | 2 +- .../examine_forward_results_with_hooks.md | 2 +- .../exception_handing_and_custom_error_types.md | 2 +- .../src/pages/api/{devGuide => developer_guide}/profiling.md | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/1_github_contribution_and_PR_verification_tips.md (98%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/debugging_and_performance_optimization_tips.md (97%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/examine_forward_results_with_hooks.md (98%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/exception_handing_and_custom_error_types.md (97%) rename docs/static_site/src/pages/api/{devGuide => developer_guide}/profiling.md (99%) diff --git a/docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md similarity index 98% rename from docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md rename to docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md index 105b39b581bc..2a8e5df6b9b9 100644 --- a/docs/static_site/src/pages/api/devGuide/1_github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md @@ -2,7 +2,7 @@ layout: page_category title: GitHub contribution and PR verification tips category: Developer Guide -permalink: /api/devGuide/github_contribution_and_PR_verification_tips +permalink: /api/dev-guide/github_contribution_and_PR_verification_tips --- # GitHub contribution and PR verification tips diff --git a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md similarity index 97% rename from docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md rename to docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md index 8223264da9bb..d57ab6a1418c 100644 --- a/docs/static_site/src/pages/api/devGuide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md @@ -2,7 +2,7 @@ layout: page_category title: Debugging and performance optimization tips category: Developer Guide -permalink: /api/devGuide/debugging_and_performance_optimization_tips +permalink: /api/dev-guide/debugging_and_performance_optimization_tips --- # Debugging and performance optimization tips diff --git a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md similarity index 98% rename from docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md rename to docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md index f5341d634389..167fec288ff9 100644 --- a/docs/static_site/src/pages/api/devGuide/examine_forward_results_with_hooks.md +++ b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md @@ -2,7 +2,7 @@ layout: page_category title: Examine forward results with hooks category: Developer Guide -permalink: /api/devGuide/examine_forward_results_with_hooks +permalink: /api/dev-guide/examine_forward_results_with_hooks --- # Examine forward results with hooks diff --git a/docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md similarity index 97% rename from docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md rename to docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md index e821660e83cd..de34461d8540 100644 --- a/docs/static_site/src/pages/api/devGuide/exception_handing_and_custom_error_types.md +++ b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md @@ -2,7 +2,7 @@ layout: page_category title: Exception handing and custom error types category: Developer Guide -permalink: /api/devGuide/exception_handing_and_custom_error_types +permalink: /api/dev-guide/exception_handing_and_custom_error_types --- # Exception handing and custom error types diff --git a/docs/static_site/src/pages/api/devGuide/profiling.md b/docs/static_site/src/pages/api/developer_guide/profiling.md similarity index 99% rename from docs/static_site/src/pages/api/devGuide/profiling.md rename to docs/static_site/src/pages/api/developer_guide/profiling.md index e5d623f44242..95e1b436d6e2 100644 --- a/docs/static_site/src/pages/api/devGuide/profiling.md +++ b/docs/static_site/src/pages/api/developer_guide/profiling.md @@ -2,7 +2,7 @@ layout: page_category title: Profiling category: Developer Guide -permalink: /api/devGuide/profiling +permalink: /api/dev-guide/profiling --- # Profiling From 66f00ad4efbe6e7b4419c3a858708bec2628a3cf Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Mon, 1 Jun 2020 22:25:53 -0700 Subject: [PATCH 17/20] update heading --- docs/static_site/src/pages/api/developer_guide/profiling.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/static_site/src/pages/api/developer_guide/profiling.md b/docs/static_site/src/pages/api/developer_guide/profiling.md index 95e1b436d6e2..d5303fddaacf 100644 --- a/docs/static_site/src/pages/api/developer_guide/profiling.md +++ b/docs/static_site/src/pages/api/developer_guide/profiling.md @@ -59,7 +59,7 @@ profiler.dump(True) And in `chrome://tracing` use the `load` and select `test_profiler.json`, then you will see something like this ![dev_guide_profilling_1](/assets/img/dev_guide_profilling_1.png) To understand what is going on we need to dive deep into the MXNet runtime. -# Dive deep into MXNet runtime with the profiler +## Dive deep into MXNet runtime with the profiler We start with a simple example and try to explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. From 0b2c011bb00f589376941e2cc317350920cfe8fd Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Tue, 2 Jun 2020 17:14:26 -0700 Subject: [PATCH 18/20] add apache license header --- ...hub_contribution_and_PR_verification_tips.md | 17 +++++++++++++++++ ...bugging_and_performance_optimization_tips.md | 17 +++++++++++++++++ .../examine_forward_results_with_hooks.md | 17 +++++++++++++++++ .../exception_handing_and_custom_error_types.md | 17 +++++++++++++++++ .../src/pages/api/developer_guide/profiling.md | 17 +++++++++++++++++ 5 files changed, 85 insertions(+) diff --git a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md index 2a8e5df6b9b9..f07bb68ade24 100644 --- a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md @@ -4,6 +4,23 @@ title: GitHub contribution and PR verification tips category: Developer Guide permalink: /api/dev-guide/github_contribution_and_PR_verification_tips --- + + + + + + + + + + + + + + + + + # GitHub contribution and PR verification tips Here are some general git workflow tips diff --git a/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md index d57ab6a1418c..115762e3f412 100644 --- a/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md @@ -4,6 +4,23 @@ title: Debugging and performance optimization tips category: Developer Guide permalink: /api/dev-guide/debugging_and_performance_optimization_tips --- + + + + + + + + + + + + + + + + + # Debugging and performance optimization tips Remember that the general workflow when defining your network with Gluon API is either diff --git a/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md index 167fec288ff9..5adf807f53e3 100644 --- a/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md +++ b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md @@ -4,6 +4,23 @@ title: Examine forward results with hooks category: Developer Guide permalink: /api/dev-guide/examine_forward_results_with_hooks --- + + + + + + + + + + + + + + + + + # Examine forward results with hooks There are currently three ways to register a function in an MXNet Gluon Block for execution either diff --git a/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md index de34461d8540..d3b9b1eee575 100644 --- a/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md +++ b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md @@ -4,6 +4,23 @@ title: Exception handing and custom error types category: Developer Guide permalink: /api/dev-guide/exception_handing_and_custom_error_types --- + + + + + + + + + + + + + + + + + # Exception handing and custom error types diff --git a/docs/static_site/src/pages/api/developer_guide/profiling.md b/docs/static_site/src/pages/api/developer_guide/profiling.md index d5303fddaacf..326d5e62b5a9 100644 --- a/docs/static_site/src/pages/api/developer_guide/profiling.md +++ b/docs/static_site/src/pages/api/developer_guide/profiling.md @@ -4,6 +4,23 @@ title: Profiling category: Developer Guide permalink: /api/dev-guide/profiling --- + + + + + + + + + + + + + + + + + # Profiling Apache MXNet provides memory [profiler]({{"/api/python/docs/api/mxnet/profiler/index.html" | relative_url }}) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: From 7477a4433ced2472e4edac12a72413ec84ff69b6 Mon Sep 17 00:00:00 2001 From: Yang Shi Date: Wed, 3 Jun 2020 11:49:51 -0700 Subject: [PATCH 19/20] update doc - git clone recursive --- .../1_github_contribution_and_PR_verification_tips.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md index f07bb68ade24..03bdf1471fd5 100644 --- a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md @@ -30,7 +30,7 @@ Here are some general git workflow tips Fork [https://github.com/apache/incubator-mxnet](https://github.com/apache/incubator-mxnet) then ``` -git clone https://github.com/your_username/incubator-mxnet +git clone --recursive https://github.com/your_username/incubator-mxnet cd mxnet git remote add upstream https://github.com/apache/incubator-mxnet ``` From cb57ac9b90d36deb461c13630b12514533d5e6b5 Mon Sep 17 00:00:00 2001 From: Talia Chopra Date: Wed, 3 Jun 2020 12:33:26 -0700 Subject: [PATCH 20/20] reviewing the dev guide - proof reading and text edits --- ...b_contribution_and_PR_verification_tips.md | 46 +++++++------ ...gging_and_performance_optimization_tips.md | 12 ++-- .../examine_forward_results_with_hooks.md | 14 ++-- ...xception_handing_and_custom_error_types.md | 18 ++--- .../pages/api/developer_guide/profiling.md | 67 ++++++++++--------- 5 files changed, 80 insertions(+), 77 deletions(-) diff --git a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md index f07bb68ade24..c759a752083f 100644 --- a/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/1_github_contribution_and_PR_verification_tips.md @@ -23,11 +23,13 @@ permalink: /api/dev-guide/github_contribution_and_PR_verification_tips # GitHub contribution and PR verification tips -Here are some general git workflow tips +Use this page for general git workflow tips. ## Setup and configure -Fork [https://github.com/apache/incubator-mxnet](https://github.com/apache/incubator-mxnet) then +It is recommended that you fork the MXNet repo, and then set the original repo as an upstream remote repo. + +Fork [https://github.com/apache/incubator-mxnet](https://github.com/apache/incubator-mxnet) then: ``` git clone https://github.com/your_username/incubator-mxnet @@ -35,14 +37,14 @@ cd mxnet git remote add upstream https://github.com/apache/incubator-mxnet ``` -Once `upstream` was added, then create a branch for your contribution +Once `upstream` was added, then create a branch for your contribution. ``` git branch your-contribution-branch ``` -Note that you can incorporate the changes from `upstream` to any of your local branches during or after development via +Note that you can incorporate the changes from `upstream` to any of your local branches during or after development via: ``` git fetch upstream @@ -51,22 +53,22 @@ git rebase upstream/master See [this stackoverflow discussion](https://stackoverflow.com/questions/3357122/git-pull-vs-git-fetch-vs-git-rebase) for more details about difference between `git pull`, `git rebase` and `git merge`. -Since Apache MXNet 3rdparty git submodules, to update their changes on your branch after rebase, you can run +Since Apache MXNet 3rd party git submodules, to update their changes on your branch after rebase, you can run: ``` -git submodule update +git submodule update --recursive ``` ## Save your local changes for future -During development, you can save your current changes in your branch before committing anything for example to go to another branch to do something else via +During development, you can save your current changes in your branch before committing anything. For example to go to another branch to do something else via: ``` git stash save ``` -and to bring the changes +To restore the changes so that they can be added to a commit use: ``` @@ -74,7 +76,7 @@ git stash pop ``` -And to drop the changes +To drop the changes, use: ``` git stash drop @@ -82,16 +84,16 @@ git stash drop ## Reset -Sometimes, if you want to wipe out the changes you have made you can use +Sometimes, if you want to wipe out the changes you have made you can use: ``` git reset --hard ``` -Be very careful since hard reset removes any of the changes and you’ll be back to the HEAD commit. To remove all the changed before a commit given its commit-SHA you can use `git reset --hard ``commit-SHA `or `git reset --hard HEAD~2 ` to remove relative to the first two commits on top of HEAD. +Be very careful since hard-reset removes any of the changes and you’ll be back to the HEAD commit. To remove all the changed before a commit given its commit-SHA you can use `git reset --hard commit-SHA` or `git reset --hard HEAD~2` to remove relative to the first two commits on top of HEAD. However, sometimes it’s useful to keep the files/changes staged when moving the HEAD which can be done via -`git reset --soft.` +`git reset --soft`. All of the files changed between the original HEAD and the commit will be staged. In [summary](https://stackoverflow.com/a/50022436), @@ -104,7 +106,7 @@ In [summary](https://stackoverflow.com/a/50022436), ## Recover a previous commit after reset -Sometimes we could mistakenly reset a branch to a wrong commit. When that happens, you can use the following command to show the list of recent commits +Sometimes you might mistakenly reset a branch to a wrong commit. When that happens, you can use the following command to show the list of recent commits: ``` @@ -116,22 +118,22 @@ Once you get the right hashtag, you can use git reset again to change the head t ## How to resolve conflict with master -Sometimes when rebasing to the most recent master as explained above, git may show you there are some conflicts which it can not resolve so can not be merged. For examples, your file `conflict.py` has some conflicts with the master branch. Here you need to +Sometimes when rebasing to the most recent master as explained above, git may show you there are some conflicts which it cannot resolve. These changes will not be merged. For examples, your file `conflict.py` has some conflicts with the master branch. Here you need to: * manually modify the file to resolve the conflict. -* After you resolved the conflict, mark it as resolved by +* After you resolved the conflict, mark it as resolved by: ``` git add conflict.py ``` -* Then you can continue rebase by +* Then you can continue rebase by: ``` git rebase --continue ``` -* Finally push to your fork, you may need to **force push** here. +* Finally push to your fork, you may need to **force push** here: ``` git push --force @@ -142,8 +144,8 @@ git push --force ## How to group multiple commits into one -Sometimes, you may have added a lot related commits suitable to be grouped/combined together to create one meaningful atomic commit. For example, when later commits are only fixes to previous ones, in your PR. -If you haven’t configured your default git editor, do the following once +Sometimes, you may have added a lot of related commits suitable to be grouped/combined together to create one meaningful atomic commit. For example, when later commits are only fixes to previous ones, in your PR. +If you haven’t configured your default git editor, do the following once: ``` git config core.editor the-editor-you-like @@ -170,7 +172,7 @@ git push --force Sometimes it is useful to only apply your k-latest changes on top of the master. This usually happens when you have other m-commits that are already merged before these k-commits. Directly rebase against the master might cause merge conflicts on these first m-commits (which can be safely discarded). -You can instead use the following command +You can instead use the following command: ``` @@ -183,9 +185,9 @@ You can then force push to the master `git push --force`. Note that the above co ## What is the consequence of force push -The last three tips require the force push, this is because we altered the path of the commits. _**It is fine to force push to your own fork, as long as the commits changed are only yours.**_ In case there are multiple collaborators who use your branch there is a safer option `git push --force-with-lease.` +The last three tips require the force push, this is because we altered the path of the commits. **It is fine to force push to your own fork, as long as the commits changed are only yours.** In case there are multiple collaborators who use your branch there is a safer option `git push --force-with-lease.` ## PR verification -When sending a pull request, remember to add some tests. During the development, one can set `MXNET_TEST_COUNT=1000/10000` to test on some randomly selected test cases. This makes the testing and development cycle faster. Moreover, some test results might change due to the seed in pseudo-random number generator. To fix the seed during testing, set `MXNET_TEST_SEED=your seed number` +When sending a pull request, remember to add some tests. During the development, one can set `MXNET_TEST_COUNT=1000/10000` to test on some randomly selected test cases. This makes the testing and development cycle faster. Moreover, some test results might change due to the seed in pseudo-random number generator. To fix the seed during testing, set `MXNET_TEST_SEED=your seed number`. diff --git a/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md index 115762e3f412..7f53bdb73bbc 100644 --- a/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md +++ b/docs/static_site/src/pages/api/developer_guide/debugging_and_performance_optimization_tips.md @@ -23,7 +23,7 @@ permalink: /api/dev-guide/debugging_and_performance_optimization_tips # Debugging and performance optimization tips -Remember that the general workflow when defining your network with Gluon API is either +The general workflow when defining your network with Gluon API is either: * build sequentially using `nn.Sequential` or `nn.HybridSequential` @@ -31,25 +31,25 @@ Remember that the general workflow when defining your network with Gluon API is ## Debugging -When debugging your MXNet code, remember the following +When debugging your MXNet code, remember the following: **Do NOT hybridize for debugging** -Remember that the difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)]({{ "/versions/1.2.1/architecture/program_model.html" | relative_url }}) is +The difference between [imperative style (Gluon non-hybridized) and symbolic style (Gluon hybridized)]({{ "/versions/1.2.1/architecture/program_model.html" | relative_url }}) is: * *imperative style* is _define-by-run_ * *symbolic style* is _define-then-run_ -Basically, that means the execution path changes when calling `hybridize` on your network inherited from `HybridBlock` or `HybridSequential` (note that inheriting directly from `Block` is the same as not hybridizing your network). Since for efficiency, symbolic code does not keep the intermediate results then it would be hard to debug and examine the intermediate outputs. Therefore, if you want to *examine the intermediate results for debugging, do NOT hybridize*. Once everything is working as expected, then you can finally `hybridize` and enjoy the speed up. +Basically, that means the execution path changes when calling `hybridize` on your network inherited from `HybridBlock` or `HybridSequential` (note that inheriting directly from `Block` is the same as not hybridizing your network). For efficiency, symbolic code does not keep the intermediate results and so it would be hard to debug and examine the intermediate outputs. Therefore, if you want to *examine the intermediate results for debugging, do NOT hybridize*. Once everything is working as expected, then you can `hybridize` and enjoy the speed up. -Please checkout the [d2l](http://d2l.ai/chapter_computational-performance/hybridize.html?highlight=hybridize#hybrid-programming) for more details about hybrid-programming model. +Please checkout the [d2l](http://d2l.ai/chapter_computational-performance/hybridize.html?highlight=hybridize#hybrid-programming) for more details about the hybrid-programming model. ## Use naive engine It is also useful to set the environment variable `MXNET_ENGINE_TYPE='NaiveEngine'` prior to running your (end-to-end) code. This setting disables multi-threading and the execution engine will be synchronous, so you can examine the backtrace more easily. Remember to change it back to either the default `'ThreadedEnginePerDevice'` or `'ThreadedEngine'`. - For more details here is a comprehensive tutorial on interactive debugging on [YouTube](https://www.youtube.com/watch?v=6-dOoJVw9_0). +For more details, here is a comprehensive tutorial on interactive debugging on [YouTube](https://www.youtube.com/watch?v=6-dOoJVw9_0). ## Performance optimization diff --git a/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md index 5adf807f53e3..cc468037de16 100644 --- a/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md +++ b/docs/static_site/src/pages/api/developer_guide/examine_forward_results_with_hooks.md @@ -23,7 +23,7 @@ permalink: /api/dev-guide/examine_forward_results_with_hooks # Examine forward results with hooks -There are currently three ways to register a function in an MXNet Gluon Block for execution either +There are currently three ways to register a function in an MXNet Gluon Block for execution: * before `forward` via [register_forward_pre_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_pre_hook" | relative_url }}) * after `forward` via [register_forward_hook]({{"/api/python/docs/api/gluon/block.html#mxnet.gluon.Block.register_forward_hook" | relative_url }}) @@ -31,7 +31,7 @@ There are currently three ways to register a function in an MXNet Gluon Block fo ## Pre-forward hook -To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output i.e.** `hook(block, input) -> None`. This is useful for example to get some summary before execution. +To register a hook prior to forward execution, the requirement is that the registered operation **should not modify the input or output**. For example: `hook(block, input) -> None`. This is useful to get a summary before execution. ``` import mxnet as mx @@ -61,7 +61,7 @@ print(block(input)) # ``` -We can `detach` a hook from a block +We can `detach` a hook from a block: ``` @@ -81,7 +81,7 @@ Notice `Dense(None -> 10, linear)` is not displayed anymore. ## Post-forward hook -Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output.** Continuing from the above example +Registering a hook after forward execution is very similar to pre-forward hook (as explained above) with the difference that the hook signature should be `hook(block, input, output) -> None` where **hook should not modify the input and output.** Continuing from the above example: ``` @@ -107,14 +107,14 @@ Notice the difference between `pre_hook` and `post_hook` results due to shape in ## Callback hook -We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization** with `register_op_hook(callback, monitor_all=False) ` where callback signature should be +We can register a callback monitor to monitor all operators that are called by the `HybridBlock` **after hybridization** with `register_op_hook(callback, monitor_all=False) ` where the callback signature should be: ``` callback(node_name: str, opr_name: str, arr: NDArray) -> None ``` -where `node_name` is the name of the tensor being inspected (str), `opr_name` is the name of the operator producing or consuming that tensor (str) and finally `arr` the tensor being inspected (NDArray). +where `node_name` is the name of the tensor being inspected (str), `opr_name` is the name of the operator producing or consuming that tensor (str) and `arr` the tensor being inspected (NDArray). ``` @@ -149,7 +149,7 @@ print(model(mx.nd.ones((2, 3, 4)))) ``` -Setting `monitor_all=False` will print only the output +Setting `monitor_all=False` will print only the output: ``` diff --git a/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md index d3b9b1eee575..21542b81aee6 100644 --- a/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md +++ b/docs/static_site/src/pages/api/developer_guide/exception_handing_and_custom_error_types.md @@ -26,7 +26,7 @@ permalink: /api/dev-guide/exception_handing_and_custom_error_types Apache MXNet v1.7 has added the custom error type support and as a result `MXNetError` is inherited from `RuntimeError` so it is possible to register a custom error type in the backend and prepend its error message. Then in the frontend, one can throw the exception of the registered error type. -For example, we want the `transpose` operator defined the C++ backend to throw `ValueError` type in the Python frontend. Therefore, in the C++ backend we can add this check +For example, we want the `transpose` operator defined in the C++ backend to throw `ValueError` type in the Python frontend. Therefore, in the C++ backend we can add this check: ``` CHECK_EQ(axes_set.size(), axes.ndim()) << "ValueError: Repeated axis in transpose." @@ -34,7 +34,7 @@ CHECK_EQ(axes_set.size(), axes.ndim()) << "ValueError: Repeated axis in transpos << param.axes; ``` -and frontend effect for a problematic `transpose` call such as +so that on the frontend, when a problematic `transpose` call is made such as: ``` from mxnet import np @@ -43,7 +43,7 @@ dat = np.random.normal(0, 1, (3, 4, 5)) dat.transpose((0, 0, 1)) ``` -will become the following traceback +the following traceback will be produced: ``` @@ -79,7 +79,7 @@ ValueError: Check failed: axes_set.size() == axes.ndim() (2 vs. 3) : Repeated ax ``` -Note that as of writing this document, the following Python error types are supported +Note that as of writing this document, the following Python error types are supported: * `ValueError` @@ -88,11 +88,12 @@ Note that as of writing this document, the following Python error types are supp * `IndexError` * `NotImplementedError` -Check [this](https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/error.py) our for more details. +Check [this](https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/error.py) resource for more details +about Python supported error types that MXNet supports. ## How to register a custom error type -Here is the way to register a custom error type in Python frontend +Here is the way to register a custom error type in Python frontend: ``` @@ -104,7 +105,6 @@ class MyError(mx.MXNetError): super().__init__(msg) ``` -Then in the C++ backend, you can refer to `MyError` via +Then in the C++ backend, you can refer to `MyError` via: -`LOG(FATAL) << "MyError: this is a custom error message" -` +`LOG(FATAL) << "MyError: this is a custom error message"` diff --git a/docs/static_site/src/pages/api/developer_guide/profiling.md b/docs/static_site/src/pages/api/developer_guide/profiling.md index 326d5e62b5a9..841c00891b6b 100644 --- a/docs/static_site/src/pages/api/developer_guide/profiling.md +++ b/docs/static_site/src/pages/api/developer_guide/profiling.md @@ -23,7 +23,7 @@ permalink: /api/dev-guide/profiling # Profiling -Apache MXNet provides memory [profiler]({{"/api/python/docs/api/mxnet/profiler/index.html" | relative_url }}) which is way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visual the outputs via `chrome://tracing`. Here are the steps you need to do: +Apache MXNet provides memory [profiler]({{"/api/python/docs/api/mxnet/profiler/index.html" | relative_url }}) which is a way to access what is happening under the hood during runtime. The common scenario is you want to use the profiler for your hybridized model and visualize the outputs via `chrome://tracing`. Here are the steps you need to do: 1. Configure the profiler 2. `set_state('run')` before the model is defined @@ -74,11 +74,11 @@ profiler.dump(True) ``` And in `chrome://tracing` use the `load` and select `test_profiler.json`, then you will see something like this -![dev_guide_profilling_1](/assets/img/dev_guide_profilling_1.png) To understand what is going on we need to dive deep into the MXNet runtime. +![dev_guide_profilling_1](/assets/img/dev_guide_profilling_1.png) To understand what is going on, we need to dive deep into the MXNet runtime. ## Dive deep into MXNet runtime with the profiler -We start with a simple example and try to explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. +Let's start with a simple example and explain as we go on. The following code creates a 3x3 tensor, computes the diagonal and then sum's along the diagonal (to compute the “trace”). Using the MXNet profiler, we capture internal MXNet behavior and dump it to a string and print it (`dumps()`) and also dump it to a file (`dump()`). Then we can import that file in `chrome://tracing` and view it graphically. ``` import mxnet as mx @@ -148,40 +148,40 @@ diag 1 0.0410 0.0410 WaitForVar 1 0.0220 0.0220 0.0220 0.0220 ``` -The dump function writes out the same data in a different format to a file that can be opened in `chrome://tracing` and displayed visually. This can be seen in the diagram below. +The dump function writes out the same data in a format that can be opened in `chrome://tracing` and displayed visually. This can be seen in the diagram below. ![dev_guide_profilling_2.png](/assets/img/dev_guide_profilling_2.png) -The profiling data has captured info about interesting functions that have executed which your program was running. Here are some explanations about what each one does. +The profiling data has captured info about interesting functions that have executed while your program was running. Here are some explanations about what each one does. ### **The functions in the C_API are:** |**Function Name** |**Description** | |--- |--- | -|**MXImperativeInvokeEx** | invokes an operator to perform the computation | +|**MXImperativeInvokeEx** | invokes an operator to perform the computation | |**MXNDArrayCreateEx** | creates an ndarray | -| **MXNDArrayGetDType** | returns the data type of the ndarray | -| **MXNDArrayGetShape** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | -| **MXNDArraySyncCopyFromCPU** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the mxnet data structure | -| **MXNDArrayWaitAll** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program there is no waiting, data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | +| **MXNDArrayGetDType** | returns the data type of the ndarray | +| **MXNDArrayGetShape** | returns the shape of the ndarray (as a tuple where each element is the size of a dimension) | +| **MXNDArraySyncCopyFromCPU** | called when data is initially residing outside of an MXNet data structure (ie. numpy.ndarry rather than mxnet.numpy.ndarray). Data is copied into the MXNet data structure | +| **MXNDArrayWaitAll** | wait for all asynchronous operations to finish in MXNet. This function is only used in benchmarking to wait for work to happen. In a real program, there is no waiting and data dependencies are evaluated and computation executed as needed in a As Late As Possible (ALAP) way | ### **The function in the Engine API are:** | **Function Name** | **Description** | |--- |--- | -| **WaitForVar** | Takes a variable reference as input and waits until that variable has been computed before returning | +| **WaitForVar** | Takes a variable reference as input and waits until that variable has been computed before returning | ### **Other API functions:** | **Function Name** | **Description** | |--- |--- | -| **ResourceParallelRandomSetSeed** | sets the random number generator seed | +| **ResourceParallelRandomSetSeed** | sets the random number generator seed | ### **Operators we intended to call in the code:** | **Operator Name** | **Description** | |--- |--- | | **sum** | sum a tensor along a particular axis | -| **diag** | compute the diagonal of the tensor | +| **diag** | compute the diagonal of the tensor | @@ -190,43 +190,43 @@ The profiling data has captured info about interesting functions that have execu From the code, we can identify the major events in our test application 1. Initialize our input data -2. Creating a new MXNet ndarray using our existing data values +2. Creating a new MXNet ndarray using our existing data values 3. Compute on our data - 1. produce the diagonal of the input data - 2. sum along the diagonal to compute the “trace” of the matrix -4. Wait for computation to finish (only needed when profiling) + 1. produce the diagonal of the input data + 2. sum along the diagonal to compute the “trace” of the matrix +4. Wait for computation to finish (only needed when profiling) -Nothing MXNet related happens before #2 (in our code example) those calls are all regular numpy functions. When #2 happens and we create an MXNet ndarray quite a few things happen. The screenshot below shows a zoomed in portion of the timeline. +In the following list, #1 uses regular numpy functions to initialize data. MXNet is not involved in this process. In #2, we create an MXNet ndarray and quite a few things happen under the hood. The screenshot below shows a zoomed in portion of the timeline. ![dev_guide_profilling_3.png](/assets/img/dev_guide_profilling_3.png) Here, the four red arrows show the important events in this sequence. -1. First, the `MXNDArrayCreateEx` is called to physically allocate space to store the data and other necessary attributes in the `ndarray` class -2. Then some support functions are called (`MXNDArrayGetShape,` `MXNDArrayGetDType`) while initialing the data structure -3. Finally the data is copied from the non-MXNet ndarray into the newly prepared MXNet ndarray by the `MXNDArraySyncCopyFromCPU` function +1. First, the `MXNDArrayCreateEx` is called to physically allocate space to store the data and other necessary attributes in the `ndarray` class. +2. Then some support functions are called (`MXNDArrayGetShape,` `MXNDArrayGetDType`) while initialing the data structure. +3. Finally the data is copied from the non-MXNet ndarray into the newly prepared MXNet ndarray by the `MXNDArraySyncCopyFromCPU` function. Next, #3 (in our code example) begins the computing process to produce our output data. The screenshot below shows this behavior. ![dev_guide_profilling_4.png](/assets/img/dev_guide_profilling_4.png) Here you can see that the following sequence of events happen: -1. `MXImperativeInvokeEx` is called the first time to launch the diagonal operator from #3 (in our code example) -2. Soon after that the actual **`diag`** operator begins executing in another thread -3. While that is happening, our main thread moves on and calls `MXImperativeInvokeEx` again to launch the **`sum`** operator. Just like before this returns without actually executing the operator and continues. -4. Lastly, the `MXNDArrayWaitAll` is called as the main thread has progressed to #4 in our app. It will wait here while all the computation finishes +1. `MXImperativeInvokeEx` is called the first time to launch the diagonal operator from #3 (in our code example). +2. Soon after that the actual **`diag`** operator begins executing in another thread. +3. While that is happening, our main thread moves on and calls `MXImperativeInvokeEx` again to launch the **`sum`** operator. Just like before, this returns without actually executing the operator and continues. +4. Lastly, the `MXNDArrayWaitAll` is called as the main thread has progressed to #4 in our app. It will wait here while all the computation finishes. Next lets look at a view of the part of the timeline zoomed to the actual operator execution. ![dev_guide_profilling_5.png](/assets/img/dev_guide_profilling_5.png) Here there are 3 main events happening: -1. The **`diag`** operator is executing first -2. Then the `ResourceParallelRandomSetSeed` runs -3. And finally the `sum` operator executes (for a very short time as shown by the big red arrow) +1. The **`diag`** operator is executing first. +2. Then the `ResourceParallelRandomSetSeed` runs. +3. And finally the `sum` operator executes (for a very short time as shown by the big red arrow). -The `diag` operator running makes sense (although seems to take a little longer than we'd like). And at the end the sum operator runs (very quickly!). But the weird part in the middle is this **`ResourceParallelRandomSetSeed`** thing running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence the random number generator is initialized by setting the seed. So this is some initialization overhead. But let's try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. +The `diag` operator running makes sense (although seems to take a little longer than we'd like). At the end, the sum operator runs (very quickly!). But the weird part in the middle is **`ResourceParallelRandomSetSeed`** running. This is part of the MXNet resource manager. The resource manager handles temporary space and random number generators needed by the operators. The **`sum`** operator requests temporary space in order to compute the sum, and therefore launches the resource manager (for the first time) here. As part of its startup sequence, the random number generator is initialized by setting the seed. So this is some initialization overhead. But let's try and run the app again, running the compute twice, and look at the 2nd run to try and remove this initialization from our profiling. - Here is the modified code: +Here is the modified code: ``` import mxnet as mx @@ -265,14 +265,15 @@ print(profiler.dumps()) profiler.dump() ``` -Notice that we renamed the variables and made another copy after the `waital`l call. This is so that MXNet doesn’t have to worry about re-using variables, and to segment the 2nd half after the first time initialization. +Notice that we renamed the variables and made another copy after the `waital` call. This is so that MXNet doesn’t have to worry about re-using variables, and to segment the 2nd half after the first time initialization. - Here is an overview of the *new* timeline: +Here is an overview of the *new* timeline: ![dev_guide_profilling_6.png](/assets/img/dev_guide_profilling_6.png) The first red box is the first run, and the 2nd smaller one is the 2nd run. First off, we can see how much smaller the 2nd one is now without any of the initialization routines. Here is a zoomed in view of just the 2nd run. -![dev_guide_profilling_7.png](/assets/img/dev_guide_profilling_7.png)We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next **`MXImperativeInvokeEx`** launching the **`sum`** operator. In this case it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the **`MXNDArrayWaitAll`** everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run). +![dev_guide_profilling_7.png](/assets/img/dev_guide_profilling_7.png) +We still have the same sequence of events at the beginning to initialize the MXNet ndarray (`MXNDArrayCreateEx`, `MXNDArrayGetShape`, `MXNDArrayGetDType`, `MXNDArraySyncCopyFromCPU`). Then the **`diag`** operator runs, followed by the **`sum`** operator, and finally the `waitall`. When you look at this, be careful about the assumptions that you make. In this version of the timeline, it appears that the operator executes after the `MXImperativeInvokeEx` runs, and seems to imply an inherent ordering. But realize that there is no dependency between the **`diag`** operator finishing and the next **`MXImperativeInvokeEx`** launching the **`sum`** operator. In this case, it just-so-happens that the **`diag`** operator finishes so quickly that it appears that way. But in reality the main thread is launching the operators and not waiting for them to finish. Lastly, keep in mind that in this case by the time we hit the **`MXNDArrayWaitAll`** everything is already done and we return immediately, but in other circumstances it may sit here waiting for everything to finish (like we saw earlier in the first run).