From cf940b018966b766455e185c92623765e9b2675a Mon Sep 17 00:00:00 2001 From: Seunghwan Hong Date: Sun, 18 Jul 2021 17:55:51 +0900 Subject: [PATCH] =?UTF-8?q?Custom=20Op=20=EA=B8=80=20=EC=B6=94=EA=B0=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Seunghwan Hong --- ...2021-01-06-custom-op-in-data-processing.md | 272 ++++++++++++++++++ .../custom-op-preview.png | Bin 0 -> 241347 bytes 2 files changed, 272 insertions(+) create mode 100644 _posts/2021-01-06-custom-op-in-data-processing.md create mode 100644 img/in-post/custom-op-in-data-processing/custom-op-preview.png diff --git a/_posts/2021-01-06-custom-op-in-data-processing.md b/_posts/2021-01-06-custom-op-in-data-processing.md new file mode 100644 index 0000000..e62f402 --- /dev/null +++ b/_posts/2021-01-06-custom-op-in-data-processing.md @@ -0,0 +1,272 @@ +--- +layout: post +title: "TensorFlow Custom Op으로 데이터 변환 최적화하기" +subtitle: 4.697ms → 17.147μs +header-img: "img/post-bg-js-module.jpg" +tags: + - Machine Learning + - Python +--- + +이 글은 [Pingpong 블로그](https://blog.pingpong.us/custom-op-in-data-processing/)에 기고된 글로, 핑퐁팀에서 Python을 어떻게 사용하는지와 코드를 어떻게 관리하는지에 대해 서술한 글입니다. 원 저자는 저와 [정욱재 님](https://jeongukjae.github.io/)입니다. 기록을 위해 제 블로그에도 올려놓습니다. + +
+ +핑퐁팀에서는 모델 학습의 효율성을 위해 자주 TFRecord를 생성합니다. 하지만 정제할 데이터가 많은 경우에는 변환이 느려지고, 속도 최적화가 필요합니다. 이 때의 병목점을 Custom Op으로 교체하면 처리 속도를 매우 빠르게 만들 수 있습니다. +실제로 이번 최적화를 통해 한 문장 당 4.697ms가 소요되던 병목점이 약 250배 빨라져 17.147μs 정도로 줄었는데, 이번 포스트에서 그 방법에 대해 자세하게 다루어보겠습니다. + +## Custom Op + +**Custom Op은 TensorFlow C++ Library 기능을 이용하여 직접 작성하는 Operation을 말합니다.** + +대부분 C++을 이용하여 작성하기 때문에 리소스가 더 많이 들지만, 매우 효율적인 Operation을 작성할 수 있습니다. TensorFlow 문서에서는 다음과 같은 상황에 사용할 수 있다고 설명되어 있습니다. + +1. 이미 존재하는 Op으로 원하는 Operation을 표현하기 어려운 경우 +2. 이미 존재하는 Op으로 나타낼 때 비효율적인 경우 +3. 직접 Operation을 Fusing하고 싶은 경우 + +해당 Custom Op을 사용하는 방법은 아래와 같습니다. + +1. C++ 파일로 Op 작성 +2. (선택) Gradient 함수 작성 +3. Op 테스트 + +Custom Op은 Bazel이 설치되어 있다면 편하게 빌드할 수도 있지만, Bazel이 없더라도 기본 `g++` 혹은 `clang++`만으로도 빌드할 수 있습니다. 이 포스트에서는 `g++` 또는 `clang++`로 빌드하는 것을 기본으로 설명합니다. + +## 우리의 상황 + +핑퐁팀은 매우 많은 양의 코퍼스를 보유하고 있습니다. 해당 코퍼스를 이용해 TPU에서 Large-scale Language Model을 학습하려 할 때 데이터 정제 및 전처리/변환이 필요한데, 변환 후의 결과물을 TFRecord로 만들기를 원하는 상황이었습니다. +즉, 만들어져야 할 TFRecord는 아래와 같습니다. + +- BERT Input: input_ids, attention_mask와 같은 BERT에 필요한 입력값 +- Masking Positions: 마스킹할 위치 +- NSP (Next Sentence Prediction) or SOP (Sentence Order Prediction)에 필요한 레이블 + +마스킹된 입력 값을 바로 만들지 않고 마스킹할 위치를 받는 이유는 여러 Epoch을 돌면서 각각 다른 위치에 마스킹이 되게 하기 위해서입니다. +그와 동시에 모델의 성능을 위해 ALBERT의 데이터처럼 N-gram Masking을 적용하기로 했습니다. + +공개된 ALBERT 코드와 비슷하게 아래처럼 Masking할 곳의 값을 구했습니다. + +1. 주어진 Sequence를 확률에 따라 n-gram으로 나눔 +2. 나뉜 Sequences를 전부 Shuffle +3. Masking할 토큰의 개수만큼 Masking + +위와 같은 알고리즘으로 TensorFlow 코드를 작성할 때 데이터 변환 소요 시간의 절반 이상이 마스킹할 위치를 골라내는 데 소요되었습니다. + +### TensorFlow Op을 이용하여 작성한 코드 + +이해를 위해 간단한 형태의 코드와 주석으로 표현하겠습니다. + +```python +def get_masking_positions(maskable_positions, num_tokens_to_mask, max_n): + """ + 주어진 maskable_positions에 대해 num_tokens_to_mask만큼 마스킹할 위치를 구하는 함수 + + Args: + maskable_positions: 마스킹 가능한 위치를 담는 텐서 (tf.Tensor, shape: (SequenceLength,)) + num_tokens_to_mask: 최대로 마스킹할 토큰 개수 (Scalar) + max_n: 최대로 연속하여 마스킹할 토큰 개수 (Scalar) + + Return: + masking_positions: 마스킹할 포지션 (tf.Tensor, shape: (SequenceLength,)) + """ + # 실제로 마스킹할 수 있는 값만큼 루프를 돌았는지 테스트 (특수 토큰, Padding을 제외한 위치) + while_condition = lambda idx, _: idx < tf.size(maskable_positions) + + def while_body(idx, mask_candidates): + # 1. 확률적으로 n 값을 구한 다음 n-gram만큼 자름 + # 2. mask candidates에 추가 + # ... + + idx, mask_candidates = tf.while_loop( + while_condition, + while_body, + # ... + ) + + shuffled = tf.random.shuffle(mask_candidates) + + # 이후 필요한 만큼 shuffled의 앞쪽부터 사용함 + # ... +``` + +### Custom Op으로 작성하기 + +이제 위의 Python 코드와 동일한 역할을 하는 Custom Op을 작성해보겠습니다. +Custom Ops는 C++로 작성되고, 그 이후에 Shared Object로 컴파일되어 TensorFlow 코드에서 불러오게 됩니다. + +#### REGISTER_OP + +우선 Op의 Metadata를 다음과 같이 작성합니다. + +```c++ +REGISTER_OP("GetMaskingPosition") + .Input("maskable_positions: float32") + .Input("max_n: int32") + .Input("num_tokens_to_mask: int32") + .Output("masking_position: float32") + .Attr("seed: int = 23") + .Doc(R"doc( +마스킹 가능한 부분이 추출된 maskable_positions에서 확률적으로 ngram masking하는 Op입니다. +)doc") + .SetShapeFn([](::tensorflow::shape_inference::InferenceContext* c) { + c->set_output(0, c->input(0)); + return Status::OK(); + }); +``` + +Op의 이름과 Input, Output, Attribute (Python의 Keyword Argument), 그리고 Doc을 기술합니다. +또한, `SetShapeFn`에서 Input Shape으로부터 Output Shape을 도출해내는 함수를 작성하여 넘겨줍니다. + +#### OpKernel 클래스 작성 + +그 다음은 실제 Op의 구현체인 클래스를 명시합니다. + +```c++ +class GetMaskingPositionOp : public OpKernel { + public: + void Compute(OpKernelContext* context) override { + // Ops 구현을 여기에 넣습니다. + } +} +``` + +`OpKernel` 클래스를 상속받고, `Compute()` 함수를 오버라이딩하여 내용을 작성합니다. +Input을 가져오는 방법은 다음과 같습니다. + +```c++ +const Tensor& candidates_mask_tensor = context->input(0); +auto candidates_mask = candidates_mask_tensor.flat(); +``` + +OpKernelContext 객체 안에 Input이 있고, 위의 `REGISTER_OP`에서 명시한 순서대로 저장되어 있습니다. +위의 예제에서는 `context->input(0)`을 통해 첫 번째 Input인 `maskable_positions`의 Reference를 꺼내왔습니다. +그 후 `tensor.flat()` 을 통해 내부의 값에 접근하는 Handle을 가져오고, `candidates_mask(0) = 0.0` 과 같이 내부의 값을 읽거나 씁니다. + +이런 식으로 모든 계산을 완료하였다면, Output을 Context에 넣어주어야 합니다. +Output 역시 Input과 비슷한 방법으로 쓸 수 있습니다. + +```c++ +Tensor* masking_position_tensor = NULL; +OP_REQUIRES_OK(context, context->allocate_output(0, maskable_positions_tensor.shape(), &masking_position_tensor)); +auto masking_position = masking_position_tensor->flat(); +``` + +우선 Tensor의 포인터를 만들고, `context->allocate_output()`을 통해 Context 객체 안에 있는 Tensor의 Reference를 방금 만든 포인터에 할당해줍니다. +그 뒤 Tensor의 포인터에 `pointer->flat<자료형>()` 함수를 실행해서 Handle을 가져오고, 그 Handle에 Output의 값을 써줄 수 있습니다. + +#### REGISTER_KERNEL_BUILDER + +이제 OpKernel 클래스를 모두 작성했으니, 위의 `REGISTER_OP`에 있는 Metadata와 실제 구현을 이어줄 차례입니다. +파일 최하단에 다음과 같이 선언합니다. + +```c++ +REGISTER_KERNEL_BUILDER(Name("GetMaskingPosition").Device(DEVICE_CPU), GetMaskingPositionOp); +``` + +이름이 `GetMaskingPosition`인 Op 명세를 가져와 방금 기술했던 OpKernel 클래스와 연결합니다. +여기서는 데이터 프로세싱에 사용할 Op을 만들고 있기 때문에, `Device()` 함수에 `DEVICE_CPU`를 넣습니다. +만약 GPU에서의 연산까지 포함한 Op을 만들었다면 이 시점에서 GPU용 Op으로 연결해주면 됩니다. + +#### 컴파일 + +이제 컴파일을 통해 Shared Object를 만듭니다. +다음 명령으로 컴파일합니다. + +```shell +TF_CFLAGS=( $(python -c 'import tensorflow as tf; print(" ".join(tf.sysconfig.get_compile_flags()))') ) +TF_LFLAGS=( $(python -c 'import tensorflow as tf; print(" ".join(tf.sysconfig.get_link_flags()))') ) + +echo "TF_CFLAGS: ${TF_CFLAGS}" +echo "TF_LFLAGS: ${TF_LFLAGS}" + +g++ -std=c++11 -shared get_masking_position_op.cc -o get_masking_position_op.so -fPIC ${TF_CFLAGS[@]} ${TF_LFLAGS[@]} -O2 +``` + +TensorFlow 안에 있는 `tf.sysconfig` 안에서 컴파일과 링킹에 필요한 인자를 받아옵니다. +`g++`를 실행할 때 이를 넘겨줌으로써 컴파일된 `.so` 파일을 얻습니다. + +#### Python에서 로딩하기 + +이제 만들어진 Shared Object를 Python에서 로딩해서 사용할 수 있습니다. +다음과 같이 로딩합니다. + +```python +import tensorflow as tf + +GET_MASKING_POSITION_OP_PATH = "get_masking_position_op.so" + +get_masking_position = tf.load_op_library(GET_MASKING_POSITION_OP_PATH).get_masking_position + +# 아래와 같이 함수처럼 사용합니다. +get_masking_position(inputs, max_n=max_n, num_tokens_to_mask=num_tokens_to_mask) +``` + +`tf.load_op_library()` 함수에 `.so` 파일의 위치를 넘겨서 불러오고, 안에 있는 함수를 잡아줍니다. +`PascalCase`로 작성한 이름이 `snake_case`로 바뀌어 있으므로 이 점에 유의하여 불러와야 합니다. + +더욱 자세한 내용은 [TensorFlow의 공식 가이드](https://www.tensorflow.org/guide/create_op)에서 찾아보실 수 있습니다. + +### 속도 + +아래와 같은 코드로 실제 TensorFlow Operation과 C++로 작성된 Custom Op의 속도를 비교해보았습니다. + +```python +import os +import timeit +import tensorflow as tf + +from xxx import masking_fn # tf function으로 작성된 함수 불러오기 + +ops_so_file = os.path.join(os.path.dirname(__file__), "ops", "get_masking_position_op.so") +get_masking_position = tf.load_op_library(ops_so_file).get_masking_position + + +if __name__ == "__main__": + # 0.2, 0.8의 확률로 sequence length 128인 입력값을 랜덤으로 생성 + maskable_positions = tf.cast(tf.random.categorical(tf.math.log([[0.2, 0.8]]), 128)[0], tf.float32) + # 1인 부분의 0.2만큼만 masking + num_tokens_to_mask = tf.cast(tf.math.reduce_sum(maskable_positions) * 0.2, tf.int32) + # 최대 3개의 토큰까지 이어서 마스킹 + max_n = 3 + + get_masking_position(maskable_positions, num_tokens_to_mask, max_n) + masking_fn(maskable_positions, num_tokens_to_mask, max_n) + + print("Custom Op:", timeit.timeit(lambda: get_masking_position(maskable_positions, num_tokens_to_mask, max_n), number=100)) + print("TF Op:", timeit.timeit(lambda: masking_fn(maskable_positions, num_tokens_to_mask, max_n), number=100)) +``` + +이 경우 `MacBook Pro (13-inch, 2020, Four Thunderbolt 3 ports), 2 GHz Quad-Core Intel Core i5`, `TensorFlow 2.3.1` 기준으로 아래와 같은 결과값을 볼 수 있었습니다. + +```shell +$ python test.py +2020-11-18 17:41:33.572617: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN)to use the following CPU instructions in performance-critical operations: AVX2 FMA +To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. +2020-11-18 17:41:33.586511: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x7fc543418b70 initialized for platform Host (this does not guarantee that XLA will be used). Devices: +2020-11-18 17:41:33.586568: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version +Custom Op: 0.0017147309999998583 +TF Op: 0.4697395919999998 +``` + +**같은 기능을 하면서 약 250배 빠른 성능의 Op을 얻었습니다.** 기존 TensorFlow로 작성된 Op은 한 문장을 처리하는데 약 `4.697ms` 정도 소요되는데 반해 C++로 작성된 Custom Op은 한 문장을 처리하는데 `17.147μs`만이 소요되었습니다. 제일 느린 연산이던 `masking_fn`이 C++ Custom Op으로 교체한 후 데이터 변환 연산 중 가장 빠른 연산이 되었습니다. + +## 마치며 + +TensorFlow Custom Op은 1) Bazel을 쓰지 않는다면 유지보수를 하기 어렵고, 2) 자칫하면 Op을 제대로 이해하는 데 많은 시간을 소요하고, 3) 디버깅이 어려워지는 단점이 있습니다. +이 때문에 가능하면 피해야 하지만, 필요한 곳에 사용하면 굉장히 큰 효과를 불러옵니다. + +심지어 모델 연산에도 연산자를 Fusing하면서 불필요한 중간 계산값과 비효율적인 연산을 많이 없애기 때문에 활용 가치가 큽니다. +CUDA 프로그래밍을 활용하여 Custom Op을 만들면 모델 연산 자체도 많이 최적화할 뿐더러, Backward 연산까지 빠르게 최적화합니다. +TensorFlow에 해당되지는 않지만, DeepSpeed가 퍼포먼스를 위해 최적화된 Transformer Kernel을 직접 작성()하는 것에서 알 수 있듯 중요한 모델 아키텍쳐를 Custom Op으로 작성하면 큰 효과를 볼 수 있습니다. + +**핑퐁팀은 이런 문제를 함께 해결할 분들을 기다립니다.** [핑퐁팀 채용 페이지🧑‍🔧 ](https://scatterlab.co.kr/recruiting#pingpong)를 확인해주세요 :) + +## 참고자료 + +- TensorFlow Guide - Create an op () +- GitHub - TensorFlow/custom-op () +- GitHub - Google-Research/bert () +- ALBERT: A Lite BERT for Self-supervised Learning of Language Representations () +- GitHub - Google-Research/albert () +- GitHub - Microsoft/DeepSpeed () \ No newline at end of file diff --git a/img/in-post/custom-op-in-data-processing/custom-op-preview.png b/img/in-post/custom-op-in-data-processing/custom-op-preview.png new file mode 100644 index 0000000000000000000000000000000000000000..c393bf9e675eb6bedbf64c25b8968f337634e680 GIT binary patch literal 241347 zcmV)UK(N1wP)NJT!B2Jvet!^%6Nyr1p^U#hl!e{(50=}bA!8rj*>4kMS+mUB{U~2 zJ1QYCAf>Y2GD0w%tJ$i#-)C!aZhW^ZFF%o(%wvK?bbNywDIX*!H2VJkVTL~R{Qmj+ z`LMs?fQrEo5D{Hzp9=v3|Nj4nlf!9=Mrd}j{{HzoN;MWE8TI$~m!8vNaiZ?{`<9=~ z85kN37$CC8xfoLR900mH&uU=vuAolUpqTaXgg$OWn5fbjh(=tb8tm4GLUj|e~G!3YG!SC zkP;Cvd49G%Mr&tph>=`RYE)KMLq#hS7-4XLHa}o!giu9MUA55auduIyoxqi*!k@3q 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