From b029a50e0ed268efaaf4f3071880be0213defc1d Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Wed, 12 Aug 2020 00:00:47 +0100 Subject: [PATCH 01/16] README: Add missing requirements to install instructions. --- README.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 3a62d202b..23c761493 100644 --- a/README.md +++ b/README.md @@ -112,10 +112,16 @@ flow analysis labels. * macOS ≥ 10.15 or GNU / Linux (we recommend Ubuntu Linux ≥ 18.04). * bazel ≥ 2.0 * Python ≥ 3.6 +* MySQL client (N.B. this is not the full MySQL server, just the connector) + * On macOS: `brew install mysql-client` + * On Ubuntu: `sudo apt-get install libmysqlclient-dev` +* A Fortran compiler: + * On macOS: `brew cask install gfortran` + * (Ubuntu has one by default) * (Optional) NVIDIA GPU with CUDA drivers for TensorFlow and PyTorch -Test that you have everything prepared by building and running the full test -suite: +Once you have the above requirements installed, test that everything is working +by building and running full test suite: ```sh $ bazel test //programl/... From 51de72f36465a8544b2d00d8e319bee886fc58cd Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Wed, 12 Aug 2020 00:04:45 +0100 Subject: [PATCH 02/16] Permit TensorFlow versions newer than 1.14.0. `pip install 'tensorflow==1.14.0'` is no longer found in pip channels. Instead, specify any version >= 1.14.0. Newer versions seem to have addressed the bazel file issue, so remove the workaround that requires users to install TensorFlow themselves. github.com/ChrisCummins/ProGraML/issues/76 --- requirements.txt | 2 +- third_party/py/tensorflow/BUILD | 22 ++----------- third_party/py/tensorflow/tf.py | 56 --------------------------------- 3 files changed, 3 insertions(+), 77 deletions(-) delete mode 100644 third_party/py/tensorflow/tf.py diff --git a/requirements.txt b/requirements.txt index 86482c188..51ae38152 100644 --- a/requirements.txt +++ b/requirements.txt @@ -18,7 +18,7 @@ PyYAML==4.2b4 scikit-learn==0.20.3 scipy==1.2.1 seaborn==0.9.0 -tensorflow==1.14.0 # NOTE: Must be installed manually with `pip install`. +tensorflow>=1.14.0 torch==1.3.0 tqdm==4.38.0 labm8==2020.06.07 diff --git a/third_party/py/tensorflow/BUILD b/third_party/py/tensorflow/BUILD index 0ca627bf8..b2622b978 100644 --- a/third_party/py/tensorflow/BUILD +++ b/third_party/py/tensorflow/BUILD @@ -1,18 +1,3 @@ -# A wrapper around tensorflow pip package to support optional gpu. -# -# If a python target requires TensorFlow, it should depend on this package -# (i.e. //third_party/py/tensorflow), instead of requirement("tensorflow"). -# This is because the pip package for TensorFlow with CUDA support has a -# different name. -# -# Use: -# -# from third_party.py.tensorflow import tf -# -# to import Tensorflow rather than "import tensorflow as tf" due to a bug in -# packing Tensorflow as a pip dependency for bazel. -# See github.com/bazelbuild/rules_python/issues/71 - load("@programl_requirements//:requirements.bzl", "requirement") package(default_visibility = ["//visibility:public"]) @@ -23,12 +8,9 @@ exports_files(["LICENSE"]) py_library( name = "tensorflow", - srcs = [":tf.py"], + srcs = ["//third_party/py:empty.py"], deps = [ - # rules_pip fails for TensorFlow, causing an empty package to be - # downloaded. Because of this, we require the user to manually install - # the version of TensorFlow specified in requirements.txt: - # requirement("tensorflow"), + requirement("tensorflow"), "//third_party/py/numpy", "//third_party/py/protobuf", ], diff --git a/third_party/py/tensorflow/tf.py b/third_party/py/tensorflow/tf.py deleted file mode 100644 index 751c76348..000000000 --- a/third_party/py/tensorflow/tf.py +++ /dev/null @@ -1,56 +0,0 @@ -"""Import Tensorflow. - -This module is a drop-in replacement for regular tensorflow. Replace: - - import tensorflow as tf - -with: - - from third_party.py.tensorflow import tf - -This wrapper is required to workaround a known bug with packaging Tensorflow -as a pip dependency with bazel. See: -github.com/bazelbuild/rules_python/issues/71 -""" -import pathlib -import sys - -try: - # Try importing Tensorflow the vanilla way. This will succeed once - # github.com/bazelbuild/rules_python/issues/71 is fixed. - import tensorflow -except (ImportError, ModuleNotFoundError): - # That failed, so see if there is a version of the package elsewhere on the - # system that we can force python into loading. - extra_site_packages = [ - "/usr/local/lib/python3.7/site-packages", - ] - for path in extra_site_packages: - tensorflow_site_package = pathlib.Path(path) / "tensorflow" - if tensorflow_site_package.is_dir(): - # Add the additional packages location to the python path. - sys.path.insert(0, path) - try: - import tensorflow - - break - except (ImportError, ModuleNotFoundError): - pass - finally: - # Restore python path. - del sys.path[0] - -# Disable deprecation warnings on the glob import below. -import tensorflow as tf - -tf.get_logger().setLevel("ERROR") - -# Import Tensorflow into this module's namespace. If the above import attempts -# failed, this will raise an error. -from tensorflow import * - -# Reset logging level now that we have imported everything. -tf.get_logger().setLevel("INFO") - -# Spoof that we've imported the package generically. -__file__ = tensorflow.__file__ From 2022063ba0e4fbf22ca1e9154ca01d4059f624d9 Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Wed, 12 Aug 2020 00:09:15 +0100 Subject: [PATCH 03/16] Permit Torch versions beyond 1.3.0. Similar to the previous commit, the version of Torch is no longer available. Permit newer versions. github.com/ChrisCummins/ProGraML/issues/76 --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 51ae38152..d5b8ae5e4 100644 --- a/requirements.txt +++ b/requirements.txt @@ -19,6 +19,6 @@ scikit-learn==0.20.3 scipy==1.2.1 seaborn==0.9.0 tensorflow>=1.14.0 -torch==1.3.0 +torch>=1.3.0 tqdm==4.38.0 labm8==2020.06.07 From 12573009ef7fbc00cac11604665206796b9068a3 Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Wed, 22 Jul 2020 15:13:59 +0100 Subject: [PATCH 04/16] Add a script to generate the Devmap dataset. Signed-off-by: format 2020.06.15 --- programl/task/dataflow/dataset/BUILD | 2 +- programl/task/devmap/dataset/BUILD | 38 ++++ programl/task/devmap/dataset/create.py | 195 ++++++++++++++++++++ programl/task/devmap/dataset/create_test.py | 37 ++++ 4 files changed, 271 insertions(+), 1 deletion(-) create mode 100644 programl/task/devmap/dataset/BUILD create mode 100644 programl/task/devmap/dataset/create.py create mode 100644 programl/task/devmap/dataset/create_test.py diff --git a/programl/task/dataflow/dataset/BUILD b/programl/task/dataflow/dataset/BUILD index cce93bb05..3eb86db64 100644 --- a/programl/task/dataflow/dataset/BUILD +++ b/programl/task/dataflow/dataset/BUILD @@ -118,7 +118,7 @@ cc_library( py_library( name = "pathflag", srcs = ["pathflag.py"], - visibility = ["//programl/task/dataflow:__subpackages__"], + visibility = ["//programl/task:__subpackages__"], deps = [ "//third_party/py/labm8", ], diff --git a/programl/task/devmap/dataset/BUILD b/programl/task/devmap/dataset/BUILD new file mode 100644 index 000000000..09381a5af --- /dev/null +++ b/programl/task/devmap/dataset/BUILD @@ -0,0 +1,38 @@ +# Copyright 2019-2020 the ProGraML authors. +# +# Contact Chris Cummins . +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +py_binary( + name = "create", + srcs = ["create.py"], + deps = [ + "//programl/ir/llvm/py:llvm", + "//programl/proto:features_py", + "//programl/task/dataflow/dataset:pathflag", + "//third_party/py/labm8", + "//third_party/py/numpy", + "//third_party/py/pandas", + ], +) + +py_test( + name = "create_test", + timeout = "long", + srcs = ["create_test.py"], + deps = [ + ":create", + "//third_party/py/labm8", + ], +) diff --git a/programl/task/devmap/dataset/create.py b/programl/task/devmap/dataset/create.py new file mode 100644 index 000000000..506dd0bdc --- /dev/null +++ b/programl/task/devmap/dataset/create.py @@ -0,0 +1,195 @@ +# Copyright 2019-2020 the ProGraML authors. +# +# Contact Chris Cummins . +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Prepare the CPU/GPU OpenCL device-mapping dataset.""" +import io +import os +import shutil +import tempfile +from pathlib import Path +from zipfile import ZipFile + +import numpy as np +import pandas as pd +import requests +from labm8.py import app +from labm8.py import crypto +from labm8.py import pbutil + +from programl.ir.llvm.py import llvm +from programl.task.dataflow.dataset import pathflag + +FLAGS = app.FLAGS + + +def cachedir() -> Path: + """Return the path of the cache directory.""" + if os.environ.get("TEST_TMPDIR"): + return Path(os.environ["TEST_TMPDIR"]) + else: + return Path("~/.cache/programl").expanduser() + + +def download(url: str, checksum: str) -> bytes: + """Download from a URL and return its contents.""" + cachepath = cachedir() / f"{checksum}.data" + if cachepath.is_file(): + with open(cachepath, "rb") as f: + content = f.read() + else: + print("downloading", url, "...") + content = requests.get(url).content + cachepath.parent.mkdir(parents=True, exist_ok=True) + with open(cachepath, "wb") as f: + f.write(content) + + actual_checksum = crypto.sha256(content) + if actual_checksum != checksum: + raise ValueError( + f"Checksum mismatch of downloaded file {url}. " + f"Expected: {checksum}. Actual: {actual_checksum}" + ) + return content + + +def download_csv(url: str, checksum: str) -> pd.DataFrame: + """Download and return a CSV file as a pandas data frame.""" + return pd.read_csv(io.StringIO(download(url, checksum).decode("utf-8"))) + + +def reshape_df(df: pd.DataFrame) -> pd.DataFrame: + """Extract and reshape the useful bits of the dataframe.""" + names = [ + f"{benchmark}-{dataset}" + for benchmark, dataset in df[["benchmark", "dataset"]].values + ] + return pd.DataFrame( + { + "name": names, + "transfer_bytes": df["transfer"], + "transfer_bytes_log1p": np.log1p(df["transfer"]), + "wgsize": df["wgsize"], + "wgsize_log1p": np.log1p(df["transfer"]), + "label": df["runtime_gpu"] < df["runtime_cpu"], + } + ) + + +def name2ncc_path(name: str, src_dir: Path, extension: str): + """Resolve a NCC data archive path from a kernel name.""" + path = src_dir / f"{name}{extension}" + if path.is_file(): + return path + + # Some of the benchmark sources are dataset dependent. This is reflected by + # the dataset name being concatenated to the path. + name_components = name.split("-") + + new_name = "-".join(name_components[:-1]) + path = src_dir / f"{new_name}{extension}" + if path.is_file(): + return path + + new_name = "-".join(name_components[:-1]) + "_" + name_components[-1] + path = src_dir / f"{new_name}{extension}" + if path.is_file(): + return path + + raise FileNotFoundError(f"No OpenCL source found for {name}") + + +def dump_src(path: Path, df: pd.DataFrame, ncc_dir: Path): + """Dump the OpenCL source files.""" + for name in df["name"].values: + try: + src = name2ncc_path(name, ncc_dir / "kernels_cl", ".cl") + dst = path / "src" / f"{name}.cl" + shutil.copyfile(src, dst) + except FileNotFoundError: + # Not all kernels correspond to OpenCL files. This is fine. + pass + + +def dump_ir(path: Path, df: pd.DataFrame, ncc_dir: Path): + """Dump the LLVM-IR files.""" + for name in df["name"].values: + src = name2ncc_path(name, ncc_dir / "kernels_ir", ".ll") + dst = path / "ir" / f"{name}.ll" + shutil.copyfile(src, dst) + + +def build_graphs(df: pd.DataFrame, ir_dir: Path, graph_dir: Path): + """Build ProgramGraphs from LLVM-IR and features.""" + for _, row in df.iterrows(): + with open(ir_dir / f"{row['name']}.ll") as f: + ir = f.read() + graph = llvm.BuildProgramGraph(ir) + graph.features.feature["devmap_label"].int64_list.value[:] = [row["label"]] + graph.features.feature["wgsize"].int64_list.value[:] = [row["wgsize"]] + graph.features.feature["transfer_bytes"].int64_list.value[:] = [ + row["transfer_bytes"] + ] + graph.features.feature["wgsize_log1p"].float_list.value[:] = [ + row["wgsize_log1p"] + ] + graph.features.feature["transfer_bytes_log1p"].float_list.value[:] = [ + row["transfer_bytes_log1p"] + ] + pbutil.ToFile( + graph, graph_dir / f"{row['name']}.ProgramGraph.pb", exist_ok=False + ) + + +def create_devmap_dataset(path: Path): + """Create the devmap dataset.""" + # First create the output directories. Fail if they already exist. + (path / "graphs_amd").mkdir(parents=True) + (path / "graphs_nvidia").mkdir() + (path / "ir").mkdir() + (path / "src").mkdir() + + amd = download_csv( + url="http://raw.githubusercontent.com/ChrisCummins/phd/65643fa5ad6769ce4678535cd2f9f37b6a467c45/datasets/opencl/device_mapping/amd.csv", + checksum="0076271192aa9a0a7c21aa9a637e34cd4460f8e21e756215dd23ffb2ae62dc62", + ) + nvidia = download_csv( + url="http://raw.githubusercontent.com/ChrisCummins/phd/65643fa5ad6769ce4678535cd2f9f37b6a467c45/datasets/opencl/device_mapping/nvidia.csv", + checksum="095c1ccef333e0a65e0e70b3ebde0aef851b61528ec46496a5d1687905abd099", + ) + opencl_ir_zip = download( + url="http://polybox.ethz.ch/index.php/s/U08Z3xLhvbLk8io/download", + checksum="3c840f84936a83e329c7a94d011c45ddfcfce8bdbb1a9b1904123e83851913d5", + ) + + amd = reshape_df(amd) + nvidia = reshape_df(nvidia) + + with tempfile.TemporaryDirectory() as tmpdir: + with ZipFile(io.BytesIO(opencl_ir_zip), "r") as f: + f.extractall(tmpdir) + dump_src(path, amd, Path(tmpdir)) + dump_ir(path, amd, Path(tmpdir)) + + build_graphs(amd, path / "ir", path / "graphs_amd") + build_graphs(nvidia, path / "ir", path / "graphs_nvidia") + + +def main(): + """Main entry point.""" + create_devmap_dataset(Path(pathflag.path())) + + +if __name__ == "__main__": + app.Run(main) diff --git a/programl/task/devmap/dataset/create_test.py b/programl/task/devmap/dataset/create_test.py new file mode 100644 index 000000000..d0b81a453 --- /dev/null +++ b/programl/task/devmap/dataset/create_test.py @@ -0,0 +1,37 @@ +# Copyright 2019-2020 the ProGraML authors. +# +# Contact Chris Cummins . +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Smoke test for //programl/task/devmap/dataset:create.""" +from pathlib import Path + +from labm8.py import test + +from programl.task.devmap.dataset.create import create_devmap_dataset + + +def test_create_devmap_dataset(tempdir: Path): + """Test dataset creation.""" + create_devmap_dataset(tempdir) + assert (tempdir / "ir").is_dir() + assert (tempdir / "src").is_dir() + assert (tempdir / "graphs_amd").is_dir() + assert (tempdir / "graphs_nvidia").is_dir() + + assert len(list((tempdir / "graphs_amd").iterdir())) == 680 + assert len(list((tempdir / "graphs_nvidia").iterdir())) == 680 + + +if __name__ == "__main__": + test.Main() From ebe31382d5d7bb38be75e2fe8f768ab29bacaf65 Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Thu, 13 Aug 2020 17:11:40 +0100 Subject: [PATCH 05/16] Add drop shadows to white-on-white README images. 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zLy04mL0@&Z{PNgO2f*=-sL%I!gj(G*R=xx;^VeALNYzR%VH+5E;ln-U%F{J)A}ADN zp;edqXHcRQVRxZV?zTFC1cq>26y-4w{6x;V&_0xEB*-{S95egieTsE$RFQYN5J_yw zQhHA-)Mm2f|4RV=uW_Hj(y<~-`KPnTukT}iVffhV!rPles(c+q%!)#^Yelro%Aj>T`NXYo9RD_HQ?L-_(uQE}ZsoC!=hchDZu}WNOe+1)LFxZ5 zg8yB+{`t?rWGbI5x{B=vonP*tA`Jh#Kjc40o`h~4eo%>M{pk6oj5(+WGtkM^zWwZP Da Date: Fri, 14 Aug 2020 01:43:01 +0100 Subject: [PATCH 07/16] Documentation: Add a render of the type representation. github.com/ChrisCummins/ProGraML/issues/82 Signed-off-by: format 2020.06.15 --- .../assets/llvm2graph-5-types.dot | 126 ++++++++++++++++++ .../assets/llvm2graph-5-types.png | Bin 0 -> 157235 bytes 2 files changed, 126 insertions(+) create mode 100644 programl/Documentation/assets/llvm2graph-5-types.dot create mode 100644 programl/Documentation/assets/llvm2graph-5-types.png diff --git a/programl/Documentation/assets/llvm2graph-5-types.dot b/programl/Documentation/assets/llvm2graph-5-types.dot new file mode 100644 index 000000000..c5397198f --- /dev/null +++ b/programl/Documentation/assets/llvm2graph-5-types.dot @@ -0,0 +1,126 @@ +digraph main { +margin=0; + +graph [ + fontsize=100, + nodesep=0.2, + ranksep=0.2, +]; +node [ + fontname=Inconsolata, + fontsize=25, + penwidth=2, + margin=0, +]; +edge [ + fontname=Inconsolata, + fontsize=22, + arrowsize=.8, + penwidth=1, +] + +// === Nodes === +external [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393" label="[external]", width=2]; + +// Types: +i32 [shape=diamond, margin=0, style=filled, fillcolor="#CCCCCC", width=1, color="#CCCCCC", fontcolor="#222222", label="i32"]; + +// Constants: +const_0 [shape=octagon, margin=0, style=filled, fillcolor="#F4CCCC", width=1, color="#F4CCCC", fontcolor="#990000", label="val"]; // 0 +const_1 [shape=octagon, margin=0, style=filled, fillcolor="#F4CCCC", width=1, color="#F4CCCC", fontcolor="#990000", label="val"]; // 1 +const_minus_1 [shape=octagon, margin=0, style=filled, fillcolor="#F4CCCC", width=1, color="#F4CCCC", fontcolor="#990000", label="val"]; // -1 +const_minus_2 [shape=octagon, margin=0, style=filled, fillcolor="#F4CCCC", width=1, color="#F4CCCC", fontcolor="#990000", label="val"]; // -2 + +// Instructions: +inst_switch [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=2, label="switch"]; +inst_br [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="br"]; +phi [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="phi"]; +inst_add_minus_1 [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="add"]; +call_1 [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="call"]; +inst_add_minus_2 [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="add"]; +call_2 [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="call"]; +add_3 [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="add"]; +ret_2 [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="ret"]; +ret_1 [shape=box, style=filled, fillcolor="#C0DAFF", color="#C0DAFF", fontcolor="#345393", width=1, label="ret"]; + +// Variables: +arg_0 [shape=ellipse, style=filled, fillcolor="#E99C9C", color="#E99C9C", width=1, fontcolor="#990000", label="var"]; // %0 +var_4 [shape=ellipse, style=filled, fillcolor="#E99C9C", color="#E99C9C", width=1, fontcolor="#990000", label="var"]; // %4 +var_5 [shape=ellipse, style=filled, fillcolor="#E99C9C", color="#E99C9C", width=1, fontcolor="#990000", label="var"]; // %5 +var_6 [shape=ellipse, style=filled, fillcolor="#E99C9C", color="#E99C9C", width=1, fontcolor="#990000", label="var"]; // %6 +var_7 [shape=ellipse, style=filled, fillcolor="#E99C9C", color="#E99C9C", width=1, fontcolor="#990000", label="var"]; // %7 +var_8 [shape=ellipse, style=filled, fillcolor="#E99C9C", color="#E99C9C", width=1, fontcolor="#990000", label="var"]; // %8 +var_10 [shape=ellipse, style=filled, fillcolor="#E99C9C", color="#E99C9C", width=1, fontcolor="#990000", label="var"]; // %10 + + +// === Edges === + +// Control edges: +inst_switch -> inst_add_minus_1 [color="#345393", weight=10, labelfontcolor="#345393", minlen=2]; +inst_switch -> phi [color="#345393", weight=10, labelfontcolor="#345393", minlen=2]; +inst_switch -> inst_br [color="#345393", weight=10, labelfontcolor="#345393", minlen=2]; +inst_br -> phi [color="#345393", weight=10]; +inst_add_minus_1 -> call_1 [color="#345393", weight=10]; +call_1 -> inst_add_minus_2 [color="#345393", weight=10]; +inst_add_minus_2 -> call_2 [color="#345393", weight=10]; +call_2 -> add_3 [color="#345393", weight=10]; +add_3 -> ret_2 [color="#345393", weight=10]; +phi -> ret_1 [color="#345393", weight=10]; + +// Data edges: +inst_add_minus_1 -> var_4 [color="#EA9999", labelfontcolor="#990000", weight=0]; +call_1 -> var_5 [color="#EA9999", labelfontcolor="#990000", weight=0]; +var_4 -> call_1 [color="#EA9999", labelfontcolor="#990000", weight=0]; +inst_add_minus_2 -> var_6 [color="#EA9999", labelfontcolor="#990000", weight=0]; +call_2 -> var_7 [color="#EA9999", labelfontcolor="#990000", weight=0]; +var_6 -> call_2 [color="#EA9999", labelfontcolor="#990000", weight=0]; +add_3 -> var_8 [color="#EA9999", labelfontcolor="#990000", weight=0]; +var_7 -> add_3 [color="#EA9999", labelfontcolor="#990000", weight=0]; +var_5 -> add_3 [color="#EA9999", labelfontcolor="#990000", weight=0]; +var_8 -> ret_2 [color="#EA9999", labelfontcolor="#990000", weight=0]; +phi -> var_10 [color="#EA9999", labelfontcolor="#990000", weight=0]; +var_10 -> ret_1 [color="#EA9999", labelfontcolor="#990000", weight=0]; +arg_0 -> inst_switch [color="#EA9999", labelfontcolor="#990000", weight=0]; +arg_0 -> inst_add_minus_1 [color="#EA9999", labelfontcolor="#990000", weight=0]; +arg_0 -> inst_add_minus_2 [color="#EA9999", labelfontcolor="#990000", weight=0]; +arg_0 -> phi [color="#EA9999", labelfontcolor="#990000", weight=0]; + +// Data edges (constants): + +const_0 -> inst_switch [color="#EA9999", labelfontcolor="#990000"]; +const_1 -> inst_switch [color="#EA9999", labelfontcolor="#990000"]; +const_1 -> phi [color="#EA9999", labelfontcolor="#990000"]; +const_minus_1 -> inst_add_minus_1 [color="#EA9999", labelfontcolor="#990000"]; +const_minus_2 -> inst_add_minus_2 [color="#EA9999", labelfontcolor="#990000"]; + +// Call edges +external -> inst_switch [color="#5dba83", weight=0]; +ret_2 -> external [color="#5dba83", weight=0]; +ret_1 -> external [color="#5dba83", weight=0]; +ret_1 -> call_2 [color="#5dba83", weight=0]; +ret_1 -> call_1 [color="#5dba83", weight=0]; +call_1 -> inst_switch [color="#5dba83", weight=0]; +call_2 -> inst_switch [color="#5dba83", weight=0]; +ret_2 -> call_2 [color="#5dba83", weight=0]; +ret_2 -> call_1 [color="#5dba83", weight=0]; + +// Type edges +i32 -> const_0 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> const_1 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> const_minus_1 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> const_minus_2 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> arg_0 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> var_4 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> var_5 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> var_6 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> var_7 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> var_8 [color="#AAAAAA", penwidth=3, weight=1]; +i32 -> var_10 [color="#AAAAAA", penwidth=3, weight=1]; + +rankdir = TB; +{rank = same; inst_add_minus_1; phi; inst_br;} +{rank = same; ret_1; call_1;} +{rank = same; call_2, var_5, var_6;} +{rank = same; add_3, var_7;} +{rank = same; ret_2, var_8;} +} diff --git a/programl/Documentation/assets/llvm2graph-5-types.png b/programl/Documentation/assets/llvm2graph-5-types.png new 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z4nsrB@P4wXKZih2kX03A^>LHiVlnG-BtcrHNU(~7w3m8_aR%?QWj`D^kArstaKWbg zD(q}`B~>$!;QnSjrmOelGLBX%hNt6G zciH4GGBUF6&d!4r`4|k>nL3Nd4Gu3JSNxT%136l!GluXD;7ue_k!2xZW;O0News-(_3*rq&t$SLdL&<-vq(nsW+4y|30F5o6%lNUxrv&$SdNTFMOrkJv~*WeaR@z@bAJT zv$142^Md`yUEimn{_hyZz*`{kcoGm(9i1lm7{9sO05aMD ze9+=N*oyFeOZV^RKu3ZLU^5_W{P-TWaq0RESGkEXmK~^{?pi!y&sseCNB?)+^!bBB z@^Y38oMwS2hK7bsJu#TyicPMQa*~E> ze7>PK@)o?vhi!1ai#7Sb2^|F@M?lavlp9)5Z}r+mrIkwQ#AY{ssYXC zmI4N#{GoeHhp4 zh#L3+mNINWKoHr`kaXeeSC_N1uElAz*$qr}&M;jJV5UGsr_IbP3p(?P&o3`#;mHkt z62xqMVzHY$sBnSsjzG0T`@urup+?XBR>w0Z6Z0+8@gh00SwLDl7T7=6q z$&=pyd3q$Ms$tfR@@}GZ;#A4Z7|BH#zYxIvScyXDWT-Sw6)S+QvFEEfT&ef(64X*$ z=12LD;XyV2;mv=e@KwWDiF84e{m-`)LN6YW4DoV{KOUL$K)|J{sHspXXCC%nsI<^A literal 0 HcmV?d00001 From 3e24ddc037f10a49ec1d00340ec10f90515220e1 Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Fri, 14 Aug 2020 13:46:38 +0100 Subject: [PATCH 08/16] llvm: Deduplicate LLVM-IR strings. This changes the format of the LLVM-IR program graphs to store a list of unique strings, rather than LLVM-IR strings in each node. We use a graph-level "strings" feature to store a list of the original LLVM-IR string corresponding to each graph nodes. This allows to us to refer to the same string from multiple nodes without duplication. This breaks compatability with the inst2vec encoder on program graphs generated prior to this commit. Signed-off-by: format 2020.06.15 --- programl/graph/program_graph_builder.h | 3 ++ programl/ir/llvm/inst2vec_encoder.py | 14 +++--- programl/ir/llvm/inst2vec_encoder_test.py | 17 ++++++-- .../ir/llvm/internal/program_graph_builder.cc | 43 ++++++++++++++++--- .../ir/llvm/internal/program_graph_builder.h | 22 +++++++--- programl/ir/llvm/py/llvm_test.py | 21 +++++---- 6 files changed, 90 insertions(+), 30 deletions(-) diff --git a/programl/graph/program_graph_builder.h b/programl/graph/program_graph_builder.h index 4f524b3e1..d2dcf3058 100644 --- a/programl/graph/program_graph_builder.h +++ b/programl/graph/program_graph_builder.h @@ -99,6 +99,9 @@ class ProgramGraphBuilder { inline Edge* AddEdge(const Edge::Flow& flow, int32_t position, const Node* source, const Node* target); + // Return a mutable pointer to the root node in the graph. + Node* GetMutableRootNode() { return graph_.mutable_node(0); } + // Return a mutable pointer to the graph protocol buffer. ProgramGraph* GetMutableProgramGraph() { return &graph_; } diff --git a/programl/ir/llvm/inst2vec_encoder.py b/programl/ir/llvm/inst2vec_encoder.py index 783ded2d2..4338ef661 100644 --- a/programl/ir/llvm/inst2vec_encoder.py +++ b/programl/ir/llvm/inst2vec_encoder.py @@ -50,13 +50,13 @@ ) -def NodeFullText(node: node_pb2.Node) -> str: +def NodeFullText( + graph: program_graph_pb2.ProgramGraph, + node: node_pb2.Node +) -> str: """Get the full text of a node, or an empty string if not set.""" - if len(node.features.feature["full_text"].bytes_list.value): - return ( - node.features.feature["full_text"].bytes_list.value[0].decode("utf-8") - ) - return "" + idx = node.features.feature["llvm_string"].int64_list.value[0] + return graph.features.feature["strings"].bytes_list.value[idx].decode("utf-8") class Inst2vecEncoder(object): @@ -94,7 +94,7 @@ def Encode( """ # Gather the instruction texts to pre-process. lines = [ - [NodeFullText(node)] + [NodeFullText(proto, node)] for node in proto.node if node.type == node_pb2.Node.INSTRUCTION ] diff --git a/programl/ir/llvm/inst2vec_encoder_test.py b/programl/ir/llvm/inst2vec_encoder_test.py index 5401099db..e72ea1634 100644 --- a/programl/ir/llvm/inst2vec_encoder_test.py +++ b/programl/ir/llvm/inst2vec_encoder_test.py @@ -56,10 +56,21 @@ def AddVariable(self, full_text: str): def Build(self): proto = super(Inst2vecGraphBuilder, self).Build() + + # Add the root node string feature. + proto.node[0].features.feature["llvm_string"].int64_list.value[:] = [0] + + # Build the strings list. + strings_list = list(set(self.full_texts.values())) + proto.features.feature["strings"].bytes_list.value[:] = [ + string.encode("utf-8") for string in strings_list + ] + + # Add the string indices. for node, full_text in self.full_texts.items(): - proto.node[node].features.feature["full_text"].bytes_list.value.append( - full_text.encode("utf-8") - ) + idx = strings_list.index(full_text) + node_feature = proto.node[node].features.feature["llvm_string"] + node_feature.int64_list.value.append(idx) return proto diff --git a/programl/ir/llvm/internal/program_graph_builder.cc b/programl/ir/llvm/internal/program_graph_builder.cc index eece4c3c8..b69dc43ab 100644 --- a/programl/ir/llvm/internal/program_graph_builder.cc +++ b/programl/ir/llvm/internal/program_graph_builder.cc @@ -39,6 +39,18 @@ namespace ir { namespace llvm { namespace internal { +ProgramGraphBuilder::ProgramGraphBuilder(const ProgramGraphOptions& options) + : programl::graph::ProgramGraphBuilder(), + options_(options), + blockCount_(0), + stringsList_((*GetMutableProgramGraph() + ->mutable_features() + ->mutable_feature())["strings"] + .mutable_bytes_list()) { + // Add an empty + graph::AddScalarFeature(GetMutableRootNode(), "llvm_string", AddString("")); +} + labm8::StatusOr ProgramGraphBuilder::VisitBasicBlock( const ::llvm::BasicBlock& block, const Function* functionMessage, InstructionMap* instructions, ArgumentConsumerMap* argumentConsumers, @@ -194,7 +206,7 @@ labm8::StatusOr ProgramGraphBuilder::VisitFunction( if (function.isDeclaration()) { Node* node = AddInstruction("; undefined function", functionMessage); - graph::AddScalarFeature(node, "full_text", ""); + graph::AddScalarFeature(node, "llvm_string", AddString("")); functionEntryExits.first = node; functionEntryExits.second.push_back(node); return functionEntryExits; @@ -325,7 +337,7 @@ Node* ProgramGraphBuilder::AddLlvmInstruction( const LlvmTextComponents text = textEncoder_.Encode(instruction); Node* node = AddInstruction(text.opcode_name, function); node->set_block(blockCount_); - graph::AddScalarFeature(node, "full_text", text.text); + graph::AddScalarFeature(node, "llvm_string", AddString(text.text)); // Add profiling information features, if available. uint64_t profTotalWeight; @@ -347,7 +359,7 @@ Node* ProgramGraphBuilder::AddLlvmVariable(const ::llvm::Instruction* operand, const LlvmTextComponents text = textEncoder_.Encode(operand); Node* node = AddVariable(text.lhs_type, function); node->set_block(blockCount_); - graph::AddScalarFeature(node, "full_text", text.lhs); + graph::AddScalarFeature(node, "llvm_string", AddString(text.lhs)); return node; } @@ -357,7 +369,7 @@ Node* ProgramGraphBuilder::AddLlvmVariable(const ::llvm::Argument* argument, const LlvmTextComponents text = textEncoder_.Encode(argument); Node* node = AddVariable(text.lhs_type, function); node->set_block(blockCount_); - graph::AddScalarFeature(node, "full_text", text.lhs); + graph::AddScalarFeature(node, "llvm_string", AddString(text.lhs)); return node; } @@ -366,7 +378,7 @@ Node* ProgramGraphBuilder::AddLlvmConstant(const ::llvm::Constant* constant) { const LlvmTextComponents text = textEncoder_.Encode(constant); Node* node = AddConstant(text.lhs_type); node->set_block(blockCount_); - graph::AddScalarFeature(node, "full_text", text.text); + graph::AddScalarFeature(node, "llvm_string", AddString(text.text)); return node; } @@ -465,6 +477,27 @@ void ProgramGraphBuilder::Clear() { programl::graph::ProgramGraphBuilder::Clear(); } +Node* ProgramGraphBuilder::GetOrCreateType(const ::llvm::Type* type) { + auto it = types_.find(type); + if (it == types_.end()) { + Node* node = AddLlvmType(type); + types_[type] = node; + return node; + } + return it->second; +} + +int32_t ProgramGraphBuilder::AddString(const string& text) { + auto it = stringsListPositions_.find(text); + if (it == stringsListPositions_.end()) { + int32_t index = stringsListPositions_.size(); + stringsListPositions_[text] = index; + stringsList_->add_value(text); + return index; + } + return it->second; +} + } // namespace internal } // namespace llvm } // namespace ir diff --git a/programl/ir/llvm/internal/program_graph_builder.h b/programl/ir/llvm/internal/program_graph_builder.h index a2e03dd37..9595bc34c 100644 --- a/programl/ir/llvm/internal/program_graph_builder.h +++ b/programl/ir/llvm/internal/program_graph_builder.h @@ -64,13 +64,10 @@ using ArgumentConsumerMap = // A specialized program graph builder for LLVM-IR. class ProgramGraphBuilder : public programl::graph::ProgramGraphBuilder { public: - explicit ProgramGraphBuilder(const ProgramGraphOptions& options) - : programl::graph::ProgramGraphBuilder(), - options_(options), - blockCount_(0){} + explicit ProgramGraphBuilder(const ProgramGraphOptions& options); - [[nodiscard]] labm8::StatusOr Build( - const ::llvm::Module& module); + [[nodiscard]] labm8::StatusOr Build( + const ::llvm::Module& module); void Clear(); @@ -94,6 +91,13 @@ class ProgramGraphBuilder : public programl::graph::ProgramGraphBuilder { const Function* function); Node* AddLlvmConstant(const ::llvm::Constant* constant); + // Add a string to the strings list and return its position. + // + // We use a graph-level "strings" feature to store a list of the original + // LLVM-IR string corresponding to each graph nodes. This allows to us to + // refer to the same string from multiple nodes without duplication. + int32_t AddString(const string& text); + private: const ProgramGraphOptions options_; @@ -110,6 +114,12 @@ class ProgramGraphBuilder : public programl::graph::ProgramGraphBuilder { // visited. absl::flat_hash_map> constants_; + + // A mapping from string table value to its position in the "strings_table" + // graph-level feature. + absl::flat_hash_map stringsListPositions_; + // The underlying storage for the strings table. + BytesList* stringsList_; }; } // namespace internal diff --git a/programl/ir/llvm/py/llvm_test.py b/programl/ir/llvm/py/llvm_test.py index c8640cdfa..a8d8cfb34 100644 --- a/programl/ir/llvm/py/llvm_test.py +++ b/programl/ir/llvm/py/llvm_test.py @@ -38,8 +38,13 @@ """ -def GetStringScalar(proto, name): - return proto.features.feature[name].bytes_list.value[0].decode("utf-8") +def NodeFullText( + graph: program_graph_pb2.ProgramGraph, + node: node_pb2.Node +) -> str: + """Get the full text of a node, or an empty string if not set.""" + idx = node.features.feature["llvm_string"].int64_list.value[0] + return graph.features.feature["strings"].bytes_list.value[idx].decode("utf-8") def test_simple_ir(): @@ -57,27 +62,25 @@ def test_simple_ir(): assert proto.node[1].text == "add" assert proto.node[1].type == node_pb2.Node.INSTRUCTION - assert ( - GetStringScalar(proto.node[1], "full_text") == "%3 = add nsw i32 %1, %0" - ) + assert NodeFullText(proto, proto.node[1]) == "%3 = add nsw i32 %1, %0" assert proto.node[2].text == "ret" assert proto.node[2].type == node_pb2.Node.INSTRUCTION - assert GetStringScalar(proto.node[2], "full_text") == "ret i32 %3" + assert NodeFullText(proto, proto.node[2]) == "ret i32 %3" assert proto.node[3].text == "i32" assert proto.node[3].type == node_pb2.Node.VARIABLE - assert GetStringScalar(proto.node[3], "full_text") == "i32 %3" + assert NodeFullText(proto, proto.node[3]) == "i32 %3" # Use startswith() to compare names for these last two variables as thier # order may differ. assert proto.node[4].text == "i32" assert proto.node[4].type == node_pb2.Node.VARIABLE - assert GetStringScalar(proto.node[4], "full_text").startswith("i32 %") + assert NodeFullText(proto, proto.node[4]).startswith("i32 %") assert proto.node[5].text == "i32" assert proto.node[5].type == node_pb2.Node.VARIABLE - assert GetStringScalar(proto.node[5], "full_text").startswith("i32 %") + assert NodeFullText(proto, proto.node[5]).startswith("i32 %") def test_opt_level(): From c36b0b440ba581a64de73265afad64e278c2e757 Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Fri, 14 Aug 2020 13:52:46 +0100 Subject: [PATCH 09/16] Add types to the graph. This adds a fourth node type, and a fourth edge flow, both called "type". The idea is to represent types as first-class elements in the graph representation. This allows greater compositionality by breaking up composite types into subcomponents, and decreases the required vocabulary size required to achieve a given coverage. Background ---------- Currently, type information is stored in the "text" field of nodes for constants and variables, e.g.: node { type: VARIABLE text: "i8" } There are two issues with this: * Composite types end up with long textual representations, e.g. "struct foo { i32 a; i32 b; ... }". Since there is an unbounded number of possible structs, this prevents 100% vocabulary coverage on any IR with structs (or other composite types). * In the future, we will want to encode different information on data nodes, such as embedding literal values. Moving the type information out of the data node "frees up" space for something else. Overview -------- This changes the representation to represent types as first-class elements in the graph. A "type" node represents a type using its "text" field, and a new "type" edge connects this type to variables or constants of that type, e.g.: node { type: VARIABLE text: "var" } node { type: TYPE text: "i8" } edge { flow: TYPE source: 1 } Composite types --------------- Types may be composed by connecting of many type nodes using type edges. This allows you to break down complex types into a graph of primitive parts. The meaning of composite types will depend on the type of IR, the remainder describes the process for LLVM-IR. Pointer types ------------- A pointer is a composite of two types: [pointer] <- [pointed-type] For example: int32_t* instance; Would be represented as: node { type: TYPE text: "i32" } node { type: TYPE text: "*" } node { type: VARIABLE text: "var" } edge { text: TYPE target: 1 } edge { text: TYPE source: 1 target: 2 } Where variables/constants of this type receive an incoming type edge from the [pointer] node, which in turn receives an incoming type edge from the [pointed-type] node. One [pointer] node is generated for each unique pointer type. If a graph contains multiple pointer types, there will be multiple [pointer] nodes. Struct types ------------ A struct is a compsite type where each member is a node type which points to the parent node. Variable/constant instances of a struct receive an incoming type edge from the root struct node. Note that the graph of type nodes representing a composite struct type may be cyclical, since a struct can contain a pointer of the same type (think of a binary tree implementation). The type edges from member nodes to the parent struct are positional. The position indicates the element number. E.g. for a struct with three elements, the incoming type edges to the struct node will have positions 0, 1, and 2. This example struct: struct s { int8_t a; int8_t b; struct s* c; } struct s instance; Would be represented as: node { type: TYPE text: "struct" } node { type: TYPE text: "i8" } node { type: TYPE text: "*" } node { type: VARIABLE text: "var" } edge { flow: TYPE target: 1 } edge { flow: TYPE target: 1 position: 1 } edge { flow: TYPE target: 2 position: 2 } edge { flow: TYPE source: 2 } edge { flow: TYPE target: 3 } Array Types ----------- An array is a composite type [array] <- [element-type]. For example, the array: int a[10]; Would be represented as: node { type: TYPE text: "i32" } node { type: TYPE text: "[]" } node { type: VARIABLE text: "var" } edge { flow: TYPE target: 1 } edge { flow: TYPE source: 1 target: 2 } github.com/ChrisCummins/ProGraML/issues/82 Signed-off-by: format 2020.06.15 --- programl/graph/format/graphviz_converter.cc | 26 +++-- programl/graph/program_graph_builder.cc | 24 ++++ programl/graph/program_graph_builder.h | 8 +- programl/ir/llvm/inst2vec_encoder.py | 7 ++ programl/ir/llvm/internal/BUILD | 1 + .../ir/llvm/internal/program_graph_builder.cc | 103 +++++++++++++++++- .../ir/llvm/internal/program_graph_builder.h | 32 ++++++ programl/ir/llvm/py/llvm_test.py | 18 +-- programl/proto/edge.proto | 1 + programl/proto/node.proto | 1 + 10 files changed, 202 insertions(+), 19 deletions(-) diff --git a/programl/graph/format/graphviz_converter.cc b/programl/graph/format/graphviz_converter.cc index 194aeeb98..ef6511674 100644 --- a/programl/graph/format/graphviz_converter.cc +++ b/programl/graph/format/graphviz_converter.cc @@ -134,7 +134,7 @@ labm8::Status SerializeGraphVizToString(const ProgramGraph& graph, // Determine the subgraph to add this node to. boost::subgraph* dst = &external; - if (i && node.type() != Node::CONSTANT) { + if (i && (node.type() == Node::INSTRUCTION || node.type() == Node::VARIABLE)) { dst = &functionGraphs[node.function()].get(); } @@ -192,29 +192,33 @@ labm8::Status SerializeGraphVizToString(const ProgramGraph& graph, } labm8::TruncateWithEllipsis(text, kMaximumLabelLen); attributes["label"] = text; + attributes["style"] = "filled"; // Set the node shape. switch (node.type()) { case Node::INSTRUCTION: attributes["shape"] = "box"; - attributes["style"] = "filled"; attributes["fillcolor"] = "#3c78d8"; attributes["fontcolor"] = "#ffffff"; break; case Node::VARIABLE: attributes["shape"] = "ellipse"; - attributes["style"] = "filled"; attributes["fillcolor"] = "#f4cccc"; attributes["color"] = "#990000"; attributes["fontcolor"] = "#990000"; break; case Node::CONSTANT: - attributes["shape"] = "diamond"; - attributes["style"] = "filled"; + attributes["shape"] = "octagon"; attributes["fillcolor"] = "#e99c9c"; attributes["color"] = "#990000"; attributes["fontcolor"] = "#990000"; break; + case Node::TYPE: + attributes["shape"] = "diamond"; + attributes["fillcolor"] = "#cccccc"; + attributes["color"] = "#cccccc"; + attributes["fontcolor"] = "#222222"; + break; } } @@ -242,15 +246,21 @@ labm8::Status SerializeGraphVizToString(const ProgramGraph& graph, attributes["color"] = "#65ae4d"; attributes["weight"] = "1"; break; + case Edge::TYPE: + attributes["color"] = "#aaaaaa"; + attributes["weight"] = "1"; + attributes["penwidth"] = "1.5"; + break; } // Set the edge label. if (edge.position()) { // Position labels for control edge are drawn close to the originating - // instruction. For data edges, they are drawn closer to the consuming - // instruction. + // instruction. For control edges, they are drawn close to the branching + // instruction. For data and type edges, they are drawn close to the + // consuming node. const string label = - edge.flow() == Edge::DATA ? "headlabel" : "taillabel"; + edge.flow() == Edge::CONTROL ? "taillabel" : "headlabel"; attributes[label] = std::to_string(edge.position()); attributes["labelfontcolor"] = attributes["color"]; } diff --git a/programl/graph/program_graph_builder.cc b/programl/graph/program_graph_builder.cc index 53843bbd9..38d6131d1 100644 --- a/programl/graph/program_graph_builder.cc +++ b/programl/graph/program_graph_builder.cc @@ -67,6 +67,10 @@ Node* ProgramGraphBuilder::AddConstant(const string& text) { return AddNode(Node::CONSTANT, text); } +Node* ProgramGraphBuilder::AddType(const string& text) { + return AddNode(Node::TYPE, text); +} + labm8::StatusOr ProgramGraphBuilder::AddControlEdge(int32_t position, const Node* source, const Node* target) { @@ -143,6 +147,26 @@ labm8::StatusOr ProgramGraphBuilder::AddCallEdge(const Node* source, return AddEdge(Edge::CALL, /*position=*/0, source, target); } +labm8::StatusOr ProgramGraphBuilder::AddTypeEdge(int32_t position, + const Node* source, + const Node* target) { + DCHECK(source) << "nullptr argument"; + DCHECK(target) << "nullptr argument"; + + if (source->type() != Node::TYPE) { + return Status(labm8::error::Code::INVALID_ARGUMENT, + "Invalid source type ({}) for type edge. Expected type", + Node::Type_Name(source->type())); + } + if (target->type() == Node::INSTRUCTION) { + return Status(labm8::error::Code::INVALID_ARGUMENT, + "Invalid destination type (instruction) for type edge. " + "Expected {variable,constant,type}"); + } + + return AddEdge(Edge::TYPE, position, source, target); +} + labm8::StatusOr ProgramGraphBuilder::Build() { // Check that all nodes except the root are connected. The root is allowed to // have no connections in the case where it is an empty graph. diff --git a/programl/graph/program_graph_builder.h b/programl/graph/program_graph_builder.h index d2dcf3058..a21c64c10 100644 --- a/programl/graph/program_graph_builder.h +++ b/programl/graph/program_graph_builder.h @@ -61,6 +61,8 @@ class ProgramGraphBuilder { Node* AddConstant(const string& text); + Node* AddType(const string& text); + // Edge factories. [[nodiscard]] labm8::StatusOr AddControlEdge(int32_t position, const Node* source, @@ -73,6 +75,10 @@ class ProgramGraphBuilder { [[nodiscard]] labm8::StatusOr AddCallEdge(const Node* source, const Node* target); + [[nodiscard]] labm8::StatusOr AddTypeEdge(int32_t position, + const Node* source, + const Node* target); + const Node* GetRootNode() const { return &graph_.node(0); } // Return the graph protocol buffer. @@ -113,7 +119,7 @@ class ProgramGraphBuilder { int32_t GetIndex(const Function* function); int32_t GetIndex(const Node* node); - // Maps which covert store the index of objects in repeated field lists. + // Maps that store the index of objects in repeated field lists. absl::flat_hash_map moduleIndices_; absl::flat_hash_map functionIndices_; absl::flat_hash_map nodeIndices_; diff --git a/programl/ir/llvm/inst2vec_encoder.py b/programl/ir/llvm/inst2vec_encoder.py index 4338ef661..8e77f694f 100644 --- a/programl/ir/llvm/inst2vec_encoder.py +++ b/programl/ir/llvm/inst2vec_encoder.py @@ -122,6 +122,7 @@ def Encode( # Add the node features. var_embedding = self.dictionary["!IDENTIFIER"] const_embedding = self.dictionary["!IMMEDIATE"] + type_embedding = self.dictionary["!IMMEDIATE"] # Types are immediates text_index = 0 for node in proto.node: @@ -143,6 +144,12 @@ def Encode( node.features.feature["inst2vec_embedding"].int64_list.value.append( const_embedding ) + elif node.type == node_pb2.Node.TYPE: + node.features.feature["inst2vec_embedding"].int64_list.value.append( + type_embedding + ) + else: + raise TypeError(f"Unknown node type {node}") proto.features.feature["inst2vec_annotated"].int64_list.value.append(1) return proto diff --git a/programl/ir/llvm/internal/BUILD b/programl/ir/llvm/internal/BUILD index 0d200ebb7..5947b63d4 100644 --- a/programl/ir/llvm/internal/BUILD +++ b/programl/ir/llvm/internal/BUILD @@ -43,6 +43,7 @@ cc_library( "@com_google_absl//absl/container:flat_hash_set", "@labm8//labm8/cpp:status_macros", "@labm8//labm8/cpp:statusor", + "@labm8//labm8/cpp:logging", "@labm8//labm8/cpp:string", "@llvm//10.0.0", ], diff --git a/programl/ir/llvm/internal/program_graph_builder.cc b/programl/ir/llvm/internal/program_graph_builder.cc index b69dc43ab..f14abda0a 100644 --- a/programl/ir/llvm/internal/program_graph_builder.cc +++ b/programl/ir/llvm/internal/program_graph_builder.cc @@ -20,6 +20,7 @@ #include "absl/container/flat_hash_map.h" #include "absl/container/flat_hash_set.h" +#include "labm8/cpp/logging.h" #include "labm8/cpp/status_macros.h" #include "labm8/cpp/string.h" #include "llvm/IR/BasicBlock.h" @@ -357,29 +358,125 @@ Node* ProgramGraphBuilder::AddLlvmInstruction( Node* ProgramGraphBuilder::AddLlvmVariable(const ::llvm::Instruction* operand, const programl::Function* function) { const LlvmTextComponents text = textEncoder_.Encode(operand); - Node* node = AddVariable(text.lhs_type, function); + Node* node = AddVariable("var", function); node->set_block(blockCount_); graph::AddScalarFeature(node, "llvm_string", AddString(text.lhs)); + compositeTypeParts_.clear(); // Reset after previous call. + Node* type = GetOrCreateType(operand->getType()); + CHECK(AddTypeEdge(/*position=*/0, type, node).ok()); + return node; } Node* ProgramGraphBuilder::AddLlvmVariable(const ::llvm::Argument* argument, const programl::Function* function) { const LlvmTextComponents text = textEncoder_.Encode(argument); - Node* node = AddVariable(text.lhs_type, function); + Node* node = AddVariable("var", function); node->set_block(blockCount_); graph::AddScalarFeature(node, "llvm_string", AddString(text.lhs)); + compositeTypeParts_.clear(); // Reset after previous call. + Node* type = GetOrCreateType(argument->getType()); + CHECK(AddTypeEdge(/*position=*/0, type, node).ok()); + return node; } Node* ProgramGraphBuilder::AddLlvmConstant(const ::llvm::Constant* constant) { const LlvmTextComponents text = textEncoder_.Encode(constant); - Node* node = AddConstant(text.lhs_type); + Node* node = AddConstant("val"); node->set_block(blockCount_); graph::AddScalarFeature(node, "llvm_string", AddString(text.text)); + compositeTypeParts_.clear(); // Reset after previous call. + Node* type = GetOrCreateType(constant->getType()); + CHECK(AddTypeEdge(/*position=*/0, type, node).ok()); + + return node; +} + +Node* ProgramGraphBuilder::AddLlvmType(const ::llvm::Type* type) { + // Dispatch to the type-specific handlers. + if (::llvm::dyn_cast<::llvm::StructType>(type)) { + return AddLlvmType(::llvm::dyn_cast<::llvm::StructType>(type)); + } else if (::llvm::dyn_cast<::llvm::PointerType>(type)) { + return AddLlvmType(::llvm::dyn_cast<::llvm::PointerType>(type)); + } else if (::llvm::dyn_cast<::llvm::FunctionType>(type)) { + return AddLlvmType(::llvm::dyn_cast<::llvm::FunctionType>(type)); + } else if (::llvm::dyn_cast<::llvm::ArrayType>(type)) { + return AddLlvmType(::llvm::dyn_cast<::llvm::ArrayType>(type)); + } else if (::llvm::dyn_cast<::llvm::VectorType>(type)) { + return AddLlvmType(::llvm::dyn_cast<::llvm::VectorType>(type)); + } else { + const LlvmTextComponents text = textEncoder_.Encode(type); + Node *node = AddType(text.text); + graph::AddScalarFeature(node, "llvm_string", AddString(text.text)); + return node; + } +} + +Node* ProgramGraphBuilder::AddLlvmType(const ::llvm::StructType* type) { + Node* node = AddType("struct"); + compositeTypeParts_[type] = node; + graph::AddScalarFeature(node, "llvm_string", + AddString(textEncoder_.Encode(type).text)); + + // Add types for the struct elements, and add type edges. + for (int i = 0; i < type->getNumElements(); ++i) { + const auto& member = type->elements()[i]; + // Re-use the type if it already exists to prevent duplication of member + // types. + auto memberNode = GetOrCreateType(member); + CHECK(AddTypeEdge(/*position=*/i, memberNode, node).ok()); + } + + return node; +} + +Node* ProgramGraphBuilder::AddLlvmType(const ::llvm::PointerType* type) { + Node* node = AddType("*"); + graph::AddScalarFeature(node, "llvm_string", + AddString(textEncoder_.Encode(type).text)); + + auto elementType = type->getElementType(); + auto parent = compositeTypeParts_.find(elementType); + if (parent == compositeTypeParts_.end()) { + // Re-use the type if it already exists to prevent duplication. + auto elementNode = GetOrCreateType(type->getElementType()); + CHECK(AddTypeEdge(/*position=*/0, elementNode, node).ok()); + } else { + // Bottom-out for self-referencing types. + CHECK(AddTypeEdge(/*position=*/0, node, parent->second).ok()); + } + + return node; +} + +Node* ProgramGraphBuilder::AddLlvmType(const ::llvm::FunctionType* type) { + Node* node = AddType("fn"); + graph::AddScalarFeature(node, "llvm_string", + AddString(textEncoder_.Encode(type).text)); + return node; +} + +Node* ProgramGraphBuilder::AddLlvmType(const ::llvm::ArrayType* type) { + Node* node = AddType("[]"); + graph::AddScalarFeature(node, "llvm_string", + AddString(textEncoder_.Encode(type).text)); + // Re-use the type if it already exists to prevent duplication. + auto elementType = GetOrCreateType(type->getElementType()); + CHECK(AddTypeEdge(/*position=*/0, elementType, node).ok()); + return node; +} + +Node* ProgramGraphBuilder::AddLlvmType(const ::llvm::VectorType* type) { + Node* node = AddType("vector"); + graph::AddScalarFeature(node, "llvm_string", + AddString(textEncoder_.Encode(type).text)); + // Re-use the type if it already exists to prevent duplication. + auto elementType = GetOrCreateType(type->getElementType()); + CHECK(AddTypeEdge(/*position=*/0, elementType, node).ok()); return node; } diff --git a/programl/ir/llvm/internal/program_graph_builder.h b/programl/ir/llvm/internal/program_graph_builder.h index 9595bc34c..beb533eb1 100644 --- a/programl/ir/llvm/internal/program_graph_builder.h +++ b/programl/ir/llvm/internal/program_graph_builder.h @@ -71,6 +71,12 @@ class ProgramGraphBuilder : public programl::graph::ProgramGraphBuilder { void Clear(); + // Return the node representing a type. If no node already exists + // for this type, a new node is created and added to the graph. In + // the case of composite types, multiple new nodes may be added by + // this call, and the root type returned. + Node* GetOrCreateType(const ::llvm::Type* type); + protected: [[nodiscard]] labm8::StatusOr VisitFunction( const ::llvm::Function& function, const Function* functionMessage); @@ -90,6 +96,12 @@ class ProgramGraphBuilder : public programl::graph::ProgramGraphBuilder { Node* AddLlvmVariable(const ::llvm::Argument* argument, const Function* function); Node* AddLlvmConstant(const ::llvm::Constant* constant); + Node* AddLlvmType(const ::llvm::Type* type); + Node* AddLlvmType(const ::llvm::StructType* type); + Node* AddLlvmType(const ::llvm::PointerType* type); + Node* AddLlvmType(const ::llvm::FunctionType* type); + Node* AddLlvmType(const ::llvm::ArrayType* type); + Node* AddLlvmType(const ::llvm::VectorType* type); // Add a string to the strings list and return its position. // @@ -120,6 +132,26 @@ class ProgramGraphBuilder : public programl::graph::ProgramGraphBuilder { absl::flat_hash_map stringsListPositions_; // The underlying storage for the strings table. BytesList* stringsList_; + + // A map from an LLVM type to the node message that represents it. + absl::flat_hash_map types_; + + // When adding a new type to the graph we need to know whether the type that + // we are adding is part of a composite type that references itself. For + // example: + // + // struct BinaryTree { + // int data; + // struct BinaryTree* left; + // struct BinaryTree* right; + // } + // + // When the recursive GetOrCreateType() resolves the "left" member, it needs + // to know that the parent BinaryTree type has already been processed. This + // map stores the Nodes corresponding to any parent structs that have been + // already added in a call to GetOrCreateType(). It must be cleared between + // calls. + absl::flat_hash_map compositeTypeParts_; }; } // namespace internal diff --git a/programl/ir/llvm/py/llvm_test.py b/programl/ir/llvm/py/llvm_test.py index a8d8cfb34..8e6157829 100644 --- a/programl/ir/llvm/py/llvm_test.py +++ b/programl/ir/llvm/py/llvm_test.py @@ -56,8 +56,8 @@ def test_simple_ir(): assert len(proto.module) == 1 assert proto.module[0].name == "foo.c" - assert len(proto.node) == 6 assert proto.node[0].text == "" + assert len(proto.node) == 7 assert proto.node[0].type == node_pb2.Node.INSTRUCTION assert proto.node[1].text == "add" @@ -68,20 +68,24 @@ def test_simple_ir(): assert proto.node[2].type == node_pb2.Node.INSTRUCTION assert NodeFullText(proto, proto.node[2]) == "ret i32 %3" - assert proto.node[3].text == "i32" + assert proto.node[3].text == "var" assert proto.node[3].type == node_pb2.Node.VARIABLE assert NodeFullText(proto, proto.node[3]) == "i32 %3" - # Use startswith() to compare names for these last two variables as thier - # order may differ. assert proto.node[4].text == "i32" - assert proto.node[4].type == node_pb2.Node.VARIABLE - assert NodeFullText(proto, proto.node[4]).startswith("i32 %") + assert proto.node[4].type == node_pb2.Node.TYPE + assert NodeFullText(proto, proto.node[4]) == "i32" - assert proto.node[5].text == "i32" + # Use startswith() to compare names for these last two variables as thier + # order may differ. + assert proto.node[5].text == "var" assert proto.node[5].type == node_pb2.Node.VARIABLE assert NodeFullText(proto, proto.node[5]).startswith("i32 %") + assert proto.node[6].text == "var" + assert proto.node[6].type == node_pb2.Node.VARIABLE + assert NodeFullText(proto, proto.node[6]).startswith("i32 %") + def test_opt_level(): """Test equivalence of nodes that pre-process to the same text.""" diff --git a/programl/proto/edge.proto b/programl/proto/edge.proto index ffea46182..eef0afae1 100644 --- a/programl/proto/edge.proto +++ b/programl/proto/edge.proto @@ -38,6 +38,7 @@ message Edge { CONTROL = 0; DATA = 1; CALL = 2; + TYPE = 3; } Flow flow = 1; int32 position = 2; diff --git a/programl/proto/node.proto b/programl/proto/node.proto index 886931d16..b96587f88 100644 --- a/programl/proto/node.proto +++ b/programl/proto/node.proto @@ -34,6 +34,7 @@ message Node { INSTRUCTION = 0; VARIABLE = 1; CONSTANT = 2; + TYPE = 3; } Type type = 1; // The text of a node. This is the raw representation of a node, such as the From d2271b644aeffb20fd9a9676fe215113ab8774bf Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Fri, 14 Aug 2020 16:47:37 +0100 Subject: [PATCH 10/16] s/root/external Signed-off-by: format 2020.06.15 --- programl/graph/program_graph_builder.cc | 2 +- programl/graph/py/program_graph_builder_test.py | 4 ++-- programl/ir/llvm/py/llvm_test.py | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/programl/graph/program_graph_builder.cc b/programl/graph/program_graph_builder.cc index 38d6131d1..2420c805b 100644 --- a/programl/graph/program_graph_builder.cc +++ b/programl/graph/program_graph_builder.cc @@ -26,7 +26,7 @@ namespace graph { ProgramGraphBuilder::ProgramGraphBuilder() { // Create the graph root node. - AddNode(Node::INSTRUCTION, ""); + AddNode(Node::INSTRUCTION, "[external]"); } Module* ProgramGraphBuilder::AddModule(const string& name) { diff --git a/programl/graph/py/program_graph_builder_test.py b/programl/graph/py/program_graph_builder_test.py index a1adb16ce..cb8652d8b 100644 --- a/programl/graph/py/program_graph_builder_test.py +++ b/programl/graph/py/program_graph_builder_test.py @@ -27,7 +27,7 @@ def test_empty_proto(): builder = program_graph_builder.ProgramGraphBuilder() with test.Raises(ValueError) as e_ctx: builder.Build() - assert "INSTRUCTION has no connections: ``" == str(e_ctx.value) + assert "INSTRUCTION has no connections: `[external]`" == str(e_ctx.value) def test_add_empty_module(): @@ -75,7 +75,7 @@ def test_linear_statement_control_flow(): assert len(builder.Build().node) == 3 - assert builder.Build().node[builder.root].text == "" + assert builder.Build().node[builder.root].text == "[external]" assert builder.Build().node[builder.root].type == node_pb2.Node.INSTRUCTION assert builder.Build().node[a].text == "a" diff --git a/programl/ir/llvm/py/llvm_test.py b/programl/ir/llvm/py/llvm_test.py index 8e6157829..0882b6b2a 100644 --- a/programl/ir/llvm/py/llvm_test.py +++ b/programl/ir/llvm/py/llvm_test.py @@ -56,8 +56,8 @@ def test_simple_ir(): assert len(proto.module) == 1 assert proto.module[0].name == "foo.c" - assert proto.node[0].text == "" assert len(proto.node) == 7 + assert proto.node[0].text == "[external]" assert proto.node[0].type == node_pb2.Node.INSTRUCTION assert proto.node[1].text == "add" From 48a774e405f9db64d8969b0b6f38ff99c116822e Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Mon, 17 Aug 2020 21:45:08 +0100 Subject: [PATCH 11/16] WIP: End-to-end dataflow task tests. Signed-off-by: format 2020.06.15 --- programl/task/dataflow/BUILD | 14 ++++ programl/task/dataflow/train_lstm_test.py | 90 +++++++++++++++++++++++ programl/test/data/BUILD | 6 ++ 3 files changed, 110 insertions(+) create mode 100644 programl/task/dataflow/train_lstm_test.py diff --git a/programl/task/dataflow/BUILD b/programl/task/dataflow/BUILD index 8ad5bbb00..3dc0ffbd0 100644 --- a/programl/task/dataflow/BUILD +++ b/programl/task/dataflow/BUILD @@ -178,6 +178,20 @@ py_binary( ], ) +py_test( + name = "train_lstm_test", + srcs = ["train_lstm_test.py"], + data = [ + "//programl/test/data:llvm_ir_graphs", + "//programl/test/data:llvm_ir", + "//programl/test/data:llvm_ir_reachability_features" + ], + deps = [ + ":train_lstm", + "//third_party/py/labm8", + ] +) + py_library( name = "vocabulary", srcs = ["vocabulary.py"], diff --git a/programl/task/dataflow/train_lstm_test.py b/programl/task/dataflow/train_lstm_test.py new file mode 100644 index 000000000..bd31ca70e --- /dev/null +++ b/programl/task/dataflow/train_lstm_test.py @@ -0,0 +1,90 @@ +# Copyright 2019-2020 the ProGraML authors. +# +# Contact Chris Cummins . +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import subprocess +import shutil +import sys +import os +import tempfile +from pathlib import Path + +from labm8.py import app +from labm8.py import bazelutil + +TRAIN_LSTM = bazelutil.DataPath("programl/programl/task/dataflow/train_lstm") + +LLVM_IR = bazelutil.DataPath( + "programl/programl/test/data/llvm_ir" +) + +LLVM_IR_GRAPHS = bazelutil.DataPath( + "programl/programl/test/data/llvm_ir_graphs" +) + +LLVM_IR_GRAPH_REACHABILITY_FEATURES = bazelutil.DataPath( + "programl/programl/test/data/llvm_ir_reachability" +) + +def make_test_reachability_dataflow_dataset(root: Path) -> Path: + """Make a miniature dataset for reachability dataflow.""" + (root / "train").mkdir() + (root / "val").mkdir() + (root / "test").mkdir() + (root / "labels").mkdir() + + shutil.copytree(LLVM_IR_GRAPHS, root / "graphs") + shutil.copytree(LLVM_IR, root / "ir") + shutil.copytree( + LLVM_IR_GRAPH_REACHABILITY_FEATURES, root / "labels" / "reachability" + ) + + ngraphs = len(list(LLVM_IR_GRAPHS.iterdir())) + ntrain = int(ngraphs * .6) + nval = int(ngraphs * .8) + + for i, graph in enumerate(LLVM_IR_GRAPHS.iterdir()): + if i < ntrain: + dst = "train" + elif i < nval: + dst = "val" + else: + dst = "test" + name = graph.name[:-len(".ProgramGraph.pb")] + os.symlink( + f"../graphs/{name}.ProgramGraph.pb", + root / dst / f"{name}.ProgramGraph.pb", + ) + + return root + + +def main(): + with tempfile.TemporaryDirectory() as d: + p = subprocess.Popen([ + TRAIN_LSTM, + "--path", str(make_test_reachability_dataflow_dataset(Path(d))), + "--analysis", "reachability", + "--max_data_flow_steps", str(10), + "--val_graph_count", str(10), + "--val_seed", str(0xCC), + "--train_graph_counts", "10,20" + ]) + p.communicate() + if p.returncode: + sys.exit(1) + + +if __name__ == "__main__": + app.Run(main) diff --git a/programl/test/data/BUILD b/programl/test/data/BUILD index fe02b11d4..06106e7ea 100644 --- a/programl/test/data/BUILD +++ b/programl/test/data/BUILD @@ -18,6 +18,12 @@ package(default_visibility = ["//programl:__subpackages__"]) +filegroup( + name = "dataflow_task_mini_dataset_tar", + testonly = 1, + srcs = ["dataflow_task_mini_dataset.tar.bz2"], +) + filegroup( name = "hlo_protos", testonly = 1, From 15b4e1a5f5aeaad211360940c2462caa653f2c7e Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Mon, 17 Aug 2020 21:46:24 +0100 Subject: [PATCH 12/16] WIP: Bump all requirements.txt versions. Signed-off-by: format 2020.06.15 --- requirements.txt | 44 ++++++++++++++++++++++---------------------- 1 file changed, 22 insertions(+), 22 deletions(-) diff --git a/requirements.txt b/requirements.txt index d5b8ae5e4..ba3830f69 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,24 +1,24 @@ -cycler==0.10.0 # Needed by matplotlib. -decorator==4.3.0 -gast==0.2.2. # Dependency of tensorflow. -GPUtil==1.4.0 -Keras==2.3.1 -kiwisolver==1.0.1 # Needed by matplotlib. -matplotlib==2.2.0rc1 -networkx==2.2 -numpy==1.16.4 -pandas==0.24.1 -pathlib==1.0.1 -protobuf==3.6.1 -psutil==5.4.5 -pyparsing==2.2.0 -python-dateutil==2.6.1 -pytz==2018.3 -PyYAML==4.2b4 -scikit-learn==0.20.3 -scipy==1.2.1 -seaborn==0.9.0 +cycler>=0.10.0 # Needed by matplotlib. +decorator>=4.3.0 +gast>=0.2.2. # Dependency of tensorflow. +GPUtil>=1.4.0 +Keras>=2.3.1 +kiwisolver>=1.0.1 # Needed by matplotlib. +matplotlib>=2.2.0rc1 +networkx>=2.2 +numpy>=1.16.4 +pandas>=0.24.1 +pathlib>=1.0.1 +protobuf>=3.6.1 +psutil>=5.4.5 +pyparsing>=2.2.0 +python-dateutil>=2.6.1 +pytz>=2018.3 +PyYAML>=4.2b4 +scikit-learn>=0.23.2 +scipy>=1.2.1 +seaborn>=0.9.0 tensorflow>=1.14.0 torch>=1.3.0 -tqdm==4.38.0 -labm8==2020.06.07 +tqdm>=4.38.0 +labm8>=2020.06.07 From d129ba9461c297403be61cc1916e01eba94a7bbe Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Mon, 17 Aug 2020 22:41:04 +0100 Subject: [PATCH 13/16] WIP: Pip dependencies for Tensorflow 2.x compatibility. Signed-off-by: format 2020.06.15 --- WORKSPACE | 17 +++ requirements.txt | 9 +- third_party/py/{keras => absl}/BUILD | 9 +- third_party/py/scikit_learn/BUILD | 1 + third_party/py/tensorflow/BUILD | 24 +++- third_party/py/tensorflow/LICENSE | 203 --------------------------- 6 files changed, 44 insertions(+), 219 deletions(-) rename third_party/py/{keras => absl}/BUILD (53%) delete mode 100644 third_party/py/tensorflow/LICENSE diff --git a/WORKSPACE b/WORKSPACE index 0a99fbfe3..2d9d8cad4 100644 --- a/WORKSPACE +++ b/WORKSPACE @@ -34,6 +34,8 @@ load( pip_repositories() +# ProGraML pip requirements. + pip3_import( name = "programl_requirements", timeout = 3600, @@ -47,6 +49,21 @@ load( programl_pip_install() +# TensorFlow pip requirements. + +pip3_import( + name = "programl_tensorflow_requirements", + timeout = 3600, + requirements = "@programl//third_party/py/tensorflow:requirements.txt", +) + +load( + "@programl_tensorflow_requirements//:requirements.bzl", + programl_pip_install = "pip_install", +) + +programl_pip_install() + # Protobuf. pip3_import( name = "protobuf_py_deps", diff --git a/requirements.txt b/requirements.txt index ba3830f69..fd0158e59 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,15 +1,16 @@ +absl-py>=0.9.0 cycler>=0.10.0 # Needed by matplotlib. decorator>=4.3.0 -gast>=0.2.2. # Dependency of tensorflow. GPUtil>=1.4.0 Keras>=2.3.1 kiwisolver>=1.0.1 # Needed by matplotlib. +labm8>=2020.06.07 matplotlib>=2.2.0rc1 networkx>=2.2 -numpy>=1.16.4 +numpy >= 1.16.0, < 1.19.0 pandas>=0.24.1 pathlib>=1.0.1 -protobuf>=3.6.1 +protobuf>=3.9.2 psutil>=5.4.5 pyparsing>=2.2.0 python-dateutil>=2.6.1 @@ -18,7 +19,5 @@ PyYAML>=4.2b4 scikit-learn>=0.23.2 scipy>=1.2.1 seaborn>=0.9.0 -tensorflow>=1.14.0 torch>=1.3.0 tqdm>=4.38.0 -labm8>=2020.06.07 diff --git a/third_party/py/keras/BUILD b/third_party/py/absl/BUILD similarity index 53% rename from third_party/py/keras/BUILD rename to third_party/py/absl/BUILD index 9148ce991..ec133c8d1 100644 --- a/third_party/py/keras/BUILD +++ b/third_party/py/absl/BUILD @@ -4,15 +4,12 @@ load("@programl_requirements//:requirements.bzl", "requirement") package(default_visibility = ["//visibility:public"]) -licenses(["notice"]) # MIT +licenses(["notice"]) # Apache 2.0 py_library( - name = "keras", + name = "absl", srcs = ["//third_party/py:empty.py"], deps = [ - requirement("keras"), - requirement("PyYAML"), # Implicit dependency. - "//third_party/py/scipy", # Implicit dependency. - "//third_party/py/tensorflow", + requirement("absl-py"), ], ) diff --git a/third_party/py/scikit_learn/BUILD b/third_party/py/scikit_learn/BUILD index ca8a9eacb..6e061272c 100644 --- a/third_party/py/scikit_learn/BUILD +++ b/third_party/py/scikit_learn/BUILD @@ -11,6 +11,7 @@ py_library( srcs = ["//third_party/py:empty.py"], deps = [ requirement("scikit-learn"), + requirement("joblib"), "//third_party/py/scipy", ], ) diff --git a/third_party/py/tensorflow/BUILD b/third_party/py/tensorflow/BUILD index b2622b978..e0d27ec94 100644 --- a/third_party/py/tensorflow/BUILD +++ b/third_party/py/tensorflow/BUILD @@ -1,17 +1,31 @@ -load("@programl_requirements//:requirements.bzl", "requirement") +load("@programl_tensorflow_requirements//:requirements.bzl", "requirement") package(default_visibility = ["//visibility:public"]) licenses(["notice"]) # Apache 2.0. -exports_files(["LICENSE"]) - py_library( name = "tensorflow", srcs = ["//third_party/py:empty.py"], deps = [ + # Copied from: + # https://github.com/tensorflow/tensorflow/blob/f3a015274fadab00ec8cad92af2a968e0ecd434f/tensorflow/tools/pip_package/setup.py#L54-L73 + requirement("absl-py"), + requirement("astunparse"), + requirement("flatbuffers"), + requirement("gast"), + requirement("google_pasta"), + requirement("h5py"), + requirement("keras_preprocessing"), + requirement("numpy"), + requirement("opt_einsum"), + requirement("protobuf"), + requirement("six"), + requirement("tensorboard"), requirement("tensorflow"), - "//third_party/py/numpy", - "//third_party/py/protobuf", + requirement("tensorflow_estimator"), + requirement("termcolor"), + requirement("wheel"), + requirement("wrapt"), ], ) diff --git a/third_party/py/tensorflow/LICENSE b/third_party/py/tensorflow/LICENSE deleted file mode 100644 index 4862420c0..000000000 --- a/third_party/py/tensorflow/LICENSE +++ /dev/null @@ -1,203 +0,0 @@ -Copyright 2018 The TensorFlow Authors. 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We also recommend that a - file or class name and description of purpose be included on the - same "printed page" as the copyright notice for easier - identification within third-party archives. - - Copyright 2017, The TensorFlow Authors. - - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. From b69d0366d1c648c5fd91ba1440c989fb44ed9e63 Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Mon, 17 Aug 2020 23:28:51 +0100 Subject: [PATCH 14/16] WIP: TensorFlow 2.x API updates. Signed-off-by: format 2020.06.15 --- programl/models/lstm/lstm.py | 29 ++++++++++---------- programl/task/dataflow/lstm_batch_builder.py | 8 +++--- programl/task/dataflow/train_lstm.py | 6 ++++ 3 files changed, 25 insertions(+), 18 deletions(-) diff --git a/programl/models/lstm/lstm.py b/programl/models/lstm/lstm.py index df853a020..9672db30a 100644 --- a/programl/models/lstm/lstm.py +++ b/programl/models/lstm/lstm.py @@ -25,6 +25,7 @@ from labm8.py import app from labm8.py.progress import NullContext from labm8.py.progress import ProgressContext +from tensorflow import keras from programl.models.batch_data import BatchData from programl.models.batch_results import BatchResults @@ -99,7 +100,7 @@ def __init__( # Reset any previous Tensorflow session. This is required when running # consecutive LSTM models in the same process. - tf.compat.v1.keras.backend.clear_session() + keras.backend.clear_session() @staticmethod def MakeLstmLayer(*args, **kwargs): @@ -110,18 +111,18 @@ def MakeLstmLayer(*args, **kwargs): much slower but works on CPU. """ if FLAGS.cudnn_lstm and tf.compat.v1.test.is_gpu_available(): - return tf.compat.v1.keras.layers.CuDNNLSTM(*args, **kwargs) + return keras.layers.CuDNNLSTM(*args, **kwargs) else: - return tf.compat.v1.keras.layers.LSTM(*args, **kwargs, implementation=1) + return keras.layers.LSTM(*args, **kwargs, implementation=1) - def CreateKerasModel(self) -> tf.compat.v1.keras.Model: + def CreateKerasModel(self): # -> keras.Model: """Construct the tensorflow computation graph.""" - vocab_ids = tf.compat.v1.keras.layers.Input( + vocab_ids = keras.layers.Input( batch_shape=(self.batch_size, self.padded_sequence_length,), dtype="int32", name="sequence_in", ) - embeddings = tf.compat.v1.keras.layers.Embedding( + embeddings = keras.layers.Embedding( input_dim=len(self.vocabulary) + 2, input_length=self.padded_sequence_length, output_dim=FLAGS.hidden_size, @@ -129,13 +130,13 @@ def CreateKerasModel(self) -> tf.compat.v1.keras.Model: trainable=FLAGS.trainable_embeddings, )(vocab_ids) - selector_vectors = tf.compat.v1.keras.layers.Input( + selector_vectors = keras.layers.Input( batch_shape=(self.batch_size, self.padded_sequence_length, 2), dtype="float32", name="selector_vectors", ) - lang_model_input = tf.compat.v1.keras.layers.Concatenate( + lang_model_input = keras.layers.Concatenate( axis=2, name="embeddings_and_selector_vectorss" )([embeddings, selector_vectors],) @@ -152,18 +153,18 @@ def CreateKerasModel(self) -> tf.compat.v1.keras.Model: # Dense layers. for i in range(1, FLAGS.hidden_dense_layer_count + 1): - lang_model = tf.compat.v1.keras.layers.Dense( + lang_model = keras.layers.Dense( FLAGS.hidden_size, activation="relu", name=f"dense_{i}", )(lang_model) - node_out = tf.compat.v1.keras.layers.Dense( + node_out = keras.layers.Dense( self.node_y_dimensionality, activation="sigmoid", name="node_out", )(lang_model) - model = tf.compat.v1.keras.Model( + model = keras.Model( inputs=[vocab_ids, selector_vectors], outputs=[node_out], ) model.compile( - optimizer=tf.compat.v1.keras.optimizers.Adam( + optimizer=keras.optimizers.Adam( learning_rate=FLAGS.learning_rate ), metrics=["accuracy"], @@ -297,7 +298,7 @@ def LoadModelData(self, data_to_load: Any) -> None: tf.compat.v1.reset_default_graph() SetAllowedGrowthOnKerasSession() - self.model = tf.compat.v1.keras.models.load_model(path) + self.model = keras.models.load_model(path) def SetAllowedGrowthOnKerasSession(): @@ -305,5 +306,5 @@ def SetAllowedGrowthOnKerasSession(): config = tf.compat.v1.ConfigProto() config.gpu_options.allow_growth = True session = tf.compat.v1.Session(config=config) - tf.compat.v1.keras.backend.set_session(session) + # set_session(session) return session diff --git a/programl/task/dataflow/lstm_batch_builder.py b/programl/task/dataflow/lstm_batch_builder.py index b767da740..aab2b9ac5 100644 --- a/programl/task/dataflow/lstm_batch_builder.py +++ b/programl/task/dataflow/lstm_batch_builder.py @@ -18,7 +18,7 @@ from typing import Optional import numpy as np -import tensorflow as tf +from tensorflow import keras from labm8.py import app from programl.graph.format.py import graph_serializer @@ -84,7 +84,7 @@ def _Build(self) -> BatchData: graph_count=len(self.graph_node_sizes), model_data=LstmBatchData( graph_node_sizes=np.array(self.graph_node_sizes, dtype=np.int32), - encoded_sequences=tf.compat.v1.keras.preprocessing.sequence.pad_sequences( + encoded_sequences=keras.preprocessing.sequence.pad_sequences( self.vocab_ids, maxlen=self.padded_sequence_length, dtype="int32", @@ -92,7 +92,7 @@ def _Build(self) -> BatchData: truncating="post", value=self._vocab_id_pad, ), - selector_vectors=tf.compat.v1.keras.preprocessing.sequence.pad_sequences( + selector_vectors=keras.preprocessing.sequence.pad_sequences( self.selector_vectors, maxlen=self.padded_sequence_length, dtype="float32", @@ -100,7 +100,7 @@ def _Build(self) -> BatchData: truncating="post", value=np.zeros(2, dtype=np.float32), ), - node_labels=tf.compat.v1.keras.preprocessing.sequence.pad_sequences( + node_labels=keras.preprocessing.sequence.pad_sequences( self.targets, maxlen=self.padded_sequence_length, dtype="float32", diff --git a/programl/task/dataflow/train_lstm.py b/programl/task/dataflow/train_lstm.py index 7c400e6fc..908740a3f 100644 --- a/programl/task/dataflow/train_lstm.py +++ b/programl/task/dataflow/train_lstm.py @@ -19,11 +19,13 @@ classification targets for data flow problems. """ import pathlib +import sys import time from typing import Dict import numpy as np from labm8.py import app +from labm8.py import bazelutil from labm8.py import gpu_scheduler from labm8.py import humanize from labm8.py import pbutil @@ -35,6 +37,10 @@ from programl.task.dataflow import dataflow from programl.task.dataflow.graph_loader import DataflowGraphLoader from programl.task.dataflow.lstm_batch_builder import DataflowLstmBatchBuilder + +# NOTE(cec): Workaround to prevent third_party package name shadowing from +# labm8. +sys.path.insert(0, str(bazelutil.DataPath("programl"))) from third_party.py.ncc import vocabulary From 724763cc975eab664c59e73cef19c39a0aabefbe Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Tue, 18 Aug 2020 00:49:38 +0100 Subject: [PATCH 15/16] XXX: TF deps Signed-off-by: format 2020.06.15 --- requirements.txt | 2 +- third_party/py/tensorflow/requirements.txt | 19 +++++++++++++++++++ 2 files changed, 20 insertions(+), 1 deletion(-) create mode 100644 third_party/py/tensorflow/requirements.txt diff --git a/requirements.txt b/requirements.txt index fd0158e59..cbfa6f8a3 100644 --- a/requirements.txt +++ b/requirements.txt @@ -10,7 +10,7 @@ networkx>=2.2 numpy >= 1.16.0, < 1.19.0 pandas>=0.24.1 pathlib>=1.0.1 -protobuf>=3.9.2 +protobuf>=3.13.0 psutil>=5.4.5 pyparsing>=2.2.0 python-dateutil>=2.6.1 diff --git a/third_party/py/tensorflow/requirements.txt b/third_party/py/tensorflow/requirements.txt new file mode 100644 index 000000000..9118dd403 --- /dev/null +++ b/third_party/py/tensorflow/requirements.txt @@ -0,0 +1,19 @@ +tensorflow == 2.3.0 +# Tensorflow requirements +# https://github.com/tensorflow/tensorflow/blob/f3a015274fadab00ec8cad92af2a968e0ecd434f/tensorflow/tools/pip_package/setup.py#L54-L73 +absl-py >= 0.7.0 +astunparse == 1.6.3 +flatbuffers >= 1.12 +gast == 0.3.3 +google_pasta >= 0.1.8 +h5py >= 2.10.0, < 2.11.0 +keras_preprocessing >= 1.1.1, < 1.2 +numpy >= 1.16.0, < 1.19.0 +opt_einsum >= 2.3.2 +protobuf >= 3.13.0 +tensorboard >= 2.3.0, < 3 +tensorflow_estimator >= 2.3.0, < 2.4.0 +termcolor >= 1.1.0 +wrapt >= 1.11.1 +wheel >= 0.26 +six >= 1.12.0 \ No newline at end of file From 1f3403dcbe2cd7e57e33882ccb520aaeb72e27fe Mon Sep 17 00:00:00 2001 From: Chris Cummins Date: Tue, 18 Aug 2020 15:33:58 +0100 Subject: [PATCH 16/16] WIP: Rewrite LSTM in PyTorch Signed-off-by: format 2020.06.15 --- WORKSPACE | 17 -- programl/models/lstm/BUILD | 2 +- programl/models/lstm/lstm.py | 276 ++++++++++--------- programl/models/lstm/lstm_batch.py | 4 +- programl/task/dataflow/BUILD | 1 + programl/task/dataflow/lstm_batch_builder.py | 31 +-- programl/task/dataflow/train_lstm.py | 6 +- programl/task/dataflow/train_lstm_test.py | 4 +- requirements.txt | 2 +- third_party/py/tensorflow/BUILD | 3 +- 10 files changed, 167 insertions(+), 179 deletions(-) diff --git a/WORKSPACE b/WORKSPACE index 2d9d8cad4..0a99fbfe3 100644 --- a/WORKSPACE +++ b/WORKSPACE @@ -34,8 +34,6 @@ load( pip_repositories() -# ProGraML pip requirements. - pip3_import( name = "programl_requirements", timeout = 3600, @@ -49,21 +47,6 @@ load( programl_pip_install() -# TensorFlow pip requirements. - -pip3_import( - name = "programl_tensorflow_requirements", - timeout = 3600, - requirements = "@programl//third_party/py/tensorflow:requirements.txt", -) - -load( - "@programl_tensorflow_requirements//:requirements.bzl", - programl_pip_install = "pip_install", -) - -programl_pip_install() - # Protobuf. pip3_import( name = "protobuf_py_deps", diff --git a/programl/models/lstm/BUILD b/programl/models/lstm/BUILD index 7c9c47677..b1b643a16 100644 --- a/programl/models/lstm/BUILD +++ b/programl/models/lstm/BUILD @@ -27,7 +27,7 @@ py_library( "//programl/proto:epoch_py", "//third_party/py/labm8", "//third_party/py/numpy", - "//third_party/py/tensorflow", + "//third_party/py/torch", ], ) diff --git a/programl/models/lstm/lstm.py b/programl/models/lstm/lstm.py index 9672db30a..90c5566e7 100644 --- a/programl/models/lstm/lstm.py +++ b/programl/models/lstm/lstm.py @@ -14,26 +14,26 @@ # See the License for the specific language governing permissions and # limitations under the License. """An LSTM for instruction classification.""" -import pathlib -import tempfile from typing import Any from typing import Dict from typing import List import numpy as np -import tensorflow as tf +import torch +from torch import nn +from torch import optim from labm8.py import app from labm8.py.progress import NullContext from labm8.py.progress import ProgressContext -from tensorflow import keras +from programl.models.ggnn.node_embeddings import NodeEmbeddings +from programl.models.ggnn.loss import Loss from programl.models.batch_data import BatchData from programl.models.batch_results import BatchResults from programl.models.lstm.lstm_batch import LstmBatchData from programl.models.model import Model from programl.proto import epoch_pb2 - FLAGS = app.FLAGS app.DEFINE_integer( @@ -62,19 +62,24 @@ "The value used for the positive class in the 1-hot selector embedding " "vectors. Has no effect when selector embeddings are not used.", ) -app.DEFINE_boolean( - "cudnn_lstm", - True, - "If set, use CuDNNLSTM implementation when a GPU is available. Else use " - "default Keras implementation. Note that the two implementations are " - "incompatible - a model saved using one LSTM type cannot be restored using " - "the other LSTM type.", -) app.DEFINE_float("learning_rate", 0.001, "The mode learning rate.") app.DEFINE_boolean( "trainable_embeddings", True, "Whether the embeddings are trainable." ) +# Embeddings options. +app.DEFINE_string( + "text_embedding_type", + "random", + "The type of node embeddings to use. One of " + "{constant_zero, constant_random, random}.", +) +app.DEFINE_integer( + "text_embedding_dimensionality", + 32, + "The dimensionality of node text embeddings.", +) + class Lstm(Model): """An LSTM model for node-level classification.""" @@ -83,103 +88,56 @@ def __init__( self, vocabulary: Dict[str, int], node_y_dimensionality: int, + graph_y_dimensionality: int, + graph_x_dimensionality: int, + use_selector_embeddings: bool, test_only: bool = False, name: str = "lstm", ): """Constructor.""" - super(Lstm, self).__init__( - test_only=test_only, vocabulary=vocabulary, name=name - ) + super().__init__(test_only=test_only, vocabulary=vocabulary, name=name) self.vocabulary = vocabulary self.node_y_dimensionality = node_y_dimensionality + self.graph_y_dimensionality = graph_y_dimensionality + self.graph_x_dimensionality = graph_x_dimensionality + self.node_selector_dimensionality = 2 if use_selector_embeddings else 0 # Flag values. self.batch_size = FLAGS.batch_size self.padded_sequence_length = FLAGS.padded_sequence_length - # Reset any previous Tensorflow session. This is required when running - # consecutive LSTM models in the same process. - keras.backend.clear_session() - - @staticmethod - def MakeLstmLayer(*args, **kwargs): - """Construct an LSTM layer. - - If a GPU is available and --cudnn_lstm, this will use NVIDIA's fast - CuDNNLSTM implementation. Else it will use Keras' builtin LSTM, which is - much slower but works on CPU. - """ - if FLAGS.cudnn_lstm and tf.compat.v1.test.is_gpu_available(): - return keras.layers.CuDNNLSTM(*args, **kwargs) - else: - return keras.layers.LSTM(*args, **kwargs, implementation=1) - - def CreateKerasModel(self): # -> keras.Model: - """Construct the tensorflow computation graph.""" - vocab_ids = keras.layers.Input( - batch_shape=(self.batch_size, self.padded_sequence_length,), - dtype="int32", - name="sequence_in", - ) - embeddings = keras.layers.Embedding( - input_dim=len(self.vocabulary) + 2, - input_length=self.padded_sequence_length, - output_dim=FLAGS.hidden_size, - name="embedding", - trainable=FLAGS.trainable_embeddings, - )(vocab_ids) - - selector_vectors = keras.layers.Input( - batch_shape=(self.batch_size, self.padded_sequence_length, 2), - dtype="float32", - name="selector_vectors", + self.model = LstmModel( + node_embeddings=NodeEmbeddings( + node_embeddings_type=FLAGS.text_embedding_type, + use_selector_embeddings=self.node_selector_dimensionality, + selector_embedding_value=FLAGS.selector_embedding_value, + embedding_shape=( + # Add one to the vocabulary size to account for the out-of-vocab token. + len(vocabulary) + 1, + FLAGS.text_embedding_dimensionality, + ), + ), + loss=Loss( + num_classes=self.node_y_dimensionality, + has_aux_input=self.has_aux_input, + intermediate_loss_weight=None, # NOTE(cec): Intentionally broken. + class_prevalence_weighting=False, + ), + padded_sequence_length=self.padded_sequence_length, + learning_rate=FLAGS.learning_rate, + test_only=test_only, + hidden_size=FLAGS.hidden_size, + hidden_dense_layer_count=FLAGS.hidden_dense_layer_count, ) - lang_model_input = keras.layers.Concatenate( - axis=2, name="embeddings_and_selector_vectorss" - )([embeddings, selector_vectors],) - - # Recurrent layers. - lang_model = self.MakeLstmLayer( - FLAGS.hidden_size, return_sequences=True, name="lstm_1" - )(lang_model_input) - lang_model = self.MakeLstmLayer( - FLAGS.hidden_size, - return_sequences=True, - return_state=False, - name="lstm_2", - )(lang_model) - - # Dense layers. - for i in range(1, FLAGS.hidden_dense_layer_count + 1): - lang_model = keras.layers.Dense( - FLAGS.hidden_size, activation="relu", name=f"dense_{i}", - )(lang_model) - node_out = keras.layers.Dense( - self.node_y_dimensionality, activation="sigmoid", name="node_out", - )(lang_model) - - model = keras.Model( - inputs=[vocab_ids, selector_vectors], outputs=[node_out], - ) - model.compile( - optimizer=keras.optimizers.Adam( - learning_rate=FLAGS.learning_rate - ), - metrics=["accuracy"], - loss=["categorical_crossentropy"], - loss_weights=[1.0], - ) + @property + def num_classes(self) -> int: + return self.node_y_dimensionality or self.graph_y_dimensionality - return model - - def CreateModelData(self, test_only: bool) -> None: - """Initialize an LSTM model. This is called during Initialize().""" - # Create the Tensorflow session and graph for the model. - tf.get_logger().setLevel("ERROR") - SetAllowedGrowthOnKerasSession() - self.model = self.CreateKerasModel() + @property + def has_aux_input(self) -> bool: + return self.graph_x_dimensionality > 0 def RunBatch( self, @@ -204,24 +162,32 @@ def RunBatch( self.batch_size, self.padded_sequence_length, ), model_data.encoded_sequences.shape - assert model_data.selector_vectors.shape == ( + assert model_data.selector_ids.shape == ( self.batch_size, self.padded_sequence_length, - 2, - ), model_data.selector_vectors.shape - - x = [model_data.encoded_sequences, model_data.selector_vectors] - y = [model_data.node_labels] + ), model_data.selector_ids.shape if epoch_type == epoch_pb2.TRAIN: - loss, *_ = self.model.train_on_batch(x, y) + if not self.model.training: + self.model.train() + targets, logits = self.model(model_data.encoded_sequences, model_data.selector_ids, model_data.node_labels) else: - loss = None + if self.model.training: + self.model.eval() + self.model.opt.zero_grad() + # Inference only, don't trace the computation graph. + with torch.no_grad(): + targets, logits = self.model(model_data.encoded_sequences, model_data.selector_ids, model_data.node_labels) - padded_predictions = self.model.predict_on_batch(x) + loss = self.model.loss((logits, None), targets) + + if epoch_type == epoch_pb2.TRAIN: + loss.backward() + self.model.opt.step() + self.model.opt.zero_grad() # Reshape the outputs. - predictions = self.ReshapePaddedModelOutput(batch_data, padded_predictions) + predictions = self.ReshapePaddedModelOutput(batch_data, outputs) # Flatten the targets and predictions lists so that we can compare them. # Shape (batch_node_count, node_y_dimensionality). @@ -229,7 +195,10 @@ def RunBatch( predictions = np.concatenate(predictions) return BatchResults.Create( - targets=targets, predictions=predictions, loss=loss, + targets=model_data.node_labels, + predictions=logits.detach().cpu().numpy(), + learning_rate=self.model.learning_rate, + loss=loss.item(), ) def ReshapePaddedModelOutput( @@ -275,36 +244,71 @@ def ReshapePaddedModelOutput( def GetModelData(self) -> Any: """Get the model state.""" - # According to https://keras.io/getting-started/faq/, it is not recommended - # to pickle a Keras model. So as a workaround, I use Keras's saving - # mechanism to store the weights, and pickle that. - with tempfile.TemporaryDirectory(prefix="lstm_pickle_") as d: - path = pathlib.Path(d) / "weights.h5" - self.model.save(path) - with open(path, "rb") as f: - model_data = f.read() - return model_data + return { + "model_state_dict": self.model.state_dict(), + "optimizer_state_dict": self.model.opt.state_dict(), + "scheduler_state_dict": self.model.scheduler.state_dict(), + } def LoadModelData(self, data_to_load: Any) -> None: """Restore the model state.""" - # Load the weights from a file generated by ModelDataToSave(). - with tempfile.TemporaryDirectory(prefix="lstm_pickle_") as d: - path = pathlib.Path(d) / "weights.h5" - with open(path, "wb") as f: - f.write(data_to_load) - - # The default TF graph is finalized in Initialize(), so we must - # first reset the session and create a new graph. - tf.compat.v1.reset_default_graph() - SetAllowedGrowthOnKerasSession() - - self.model = keras.models.load_model(path) - - -def SetAllowedGrowthOnKerasSession(): - """Allow growth on GPU for Keras.""" - config = tf.compat.v1.ConfigProto() - config.gpu_options.allow_growth = True - session = tf.compat.v1.Session(config=config) - # set_session(session) - return session + self.model.load_state_dict(data_to_load["model_state_dict"]) + # only restore opt if needed. opt should be None o/w. + if not self.test_only: + self.model.opt.load_state_dict(data_to_load["optimizer_state_dict"]) + self.model.scheduler.load_state_dict(data_to_load["scheduler_state_dict"]) + + + +class LstmModel(nn.Module): + + def __init__(self, node_embeddings: NodeEmbeddings, + loss: Loss, padded_sequence_length: int, test_only: bool, learning_rate: float, + hidden_size: int, + hidden_dense_layer_count: int, # TODO(cec): Implement. + ): + super().__init__() + self.node_embeddings = node_embeddings + self.loss = loss + self.padded_sequence_length = padded_sequence_length + self.learning_rate = learning_rate + self.hidden_size = hidden_size + self.learning_rate = learning_rate + + self.lstm = nn.LSTM( + self.node_embeddings.embedding_dimensionality + 2, + self.hidden_size, + ) + self.hidden2label = nn.Linear(self.hidden_size, 2) + + if test_only: + self.opt = None + self.eval() + else: + self.opt = optim.AdamW(self.parameters(), lr=self.learning_rate) + + def forward( + self, + encoded_sequences, + selector_ids, + node_labels, + ): + print("SHAPES", encoded_sequences.shape, selector_ids.shape, node_labels.shape) + + encoded_sequences = torch.tensor(encoded_sequences, dtype=torch.long) + selector_ids = torch.tensor(selector_ids, dtype=torch.long) + node_labels = torch.tensor(node_labels, dtype=torch.long) + + # Embed and concatenate sequences and selector vectors. + embeddings = self.node_embeddings(encoded_sequences, selector_ids) + + lstm_out, _ = self.lstm(embeddings.view( + self.padded_sequence_length, len(encoded_sequences), -1 + )) + print(lstm_out.shape) + + label_space = self.hidden2label(lstm_out.view(self.padded_sequence_length, -1)) + logits = F.log_softmax(label_space, dim=2) + + targets = node_labels + return logits, targets diff --git a/programl/models/lstm/lstm_batch.py b/programl/models/lstm/lstm_batch.py index 5d112a151..fe71c1ec8 100644 --- a/programl/models/lstm/lstm_batch.py +++ b/programl/models/lstm/lstm_batch.py @@ -32,8 +32,8 @@ class LstmBatchData(NamedTuple): # Shape (batch_size, padded_sequence_length, 1), dtype np.int32 encoded_sequences: np.array - # Shape (batch_size, padded_sequence_length, 2), dtype np.int32 - selector_vectors: np.array + # Shape (batch_size, padded_sequence_length, 1), dtype np.int32 + selector_ids: np.array # Shape (batch_size, padded_sequence_length, node_y_dimensionality), # dtype np.float32 node_labels: np.array diff --git a/programl/task/dataflow/BUILD b/programl/task/dataflow/BUILD index 3dc0ffbd0..b730ea703 100644 --- a/programl/task/dataflow/BUILD +++ b/programl/task/dataflow/BUILD @@ -119,6 +119,7 @@ py_library( "//programl/models/lstm:lstm_batch", "//third_party/py/labm8", "//third_party/py/numpy", + "//third_party/py/keras_preprocessing", ], ) diff --git a/programl/task/dataflow/lstm_batch_builder.py b/programl/task/dataflow/lstm_batch_builder.py index aab2b9ac5..706fe6d32 100644 --- a/programl/task/dataflow/lstm_batch_builder.py +++ b/programl/task/dataflow/lstm_batch_builder.py @@ -18,8 +18,8 @@ from typing import Optional import numpy as np -from tensorflow import keras from labm8.py import app +from keras_preprocessing.sequence import pad_sequences from programl.graph.format.py import graph_serializer from programl.models.base_batch_builder import BaseBatchBuilder @@ -51,12 +51,12 @@ def __init__( # Mutable state. self.graph_node_sizes = [] self.vocab_ids = [] - self.selector_vectors = [] + self.selector_ids = [] self.targets = [] # Padding values. self._vocab_id_pad = len(self.vocabulary) + 1 - self._selector_vector_pad = np.zeros((0, 2), dtype=np.int32) + self._selector_id_pad = 0 self._node_label_pad = np.zeros( (0, self.node_y_dimensionality), dtype=np.int32 ) @@ -77,14 +77,14 @@ def _Build(self) -> BatchData: self.vocab_ids += [ np.array([self._vocab_id_pad], dtype=np.int32) ] * pad_count - self.selector_vectors += [self._selector_vector_pad] * pad_count + self.selector_ids += [np.array([self._selector_id_pad], dtype=np.int32)] * pad_count self.targets += [self._node_label_pad] * pad_count batch = BatchData( graph_count=len(self.graph_node_sizes), model_data=LstmBatchData( graph_node_sizes=np.array(self.graph_node_sizes, dtype=np.int32), - encoded_sequences=keras.preprocessing.sequence.pad_sequences( + encoded_sequences=pad_sequences( self.vocab_ids, maxlen=self.padded_sequence_length, dtype="int32", @@ -92,15 +92,15 @@ def _Build(self) -> BatchData: truncating="post", value=self._vocab_id_pad, ), - selector_vectors=keras.preprocessing.sequence.pad_sequences( - self.selector_vectors, + selector_ids=pad_sequences( + self.selector_ids, maxlen=self.padded_sequence_length, - dtype="float32", + dtype="int32", padding="pre", truncating="post", - value=np.zeros(2, dtype=np.float32), + value=self._selector_id_pad, ), - node_labels=keras.preprocessing.sequence.pad_sequences( + node_labels=pad_sequences( self.targets, maxlen=self.padded_sequence_length, dtype="float32", @@ -116,7 +116,7 @@ def _Build(self) -> BatchData: # Reset mutable state. self.graph_node_sizes = [] self.vocab_ids = [] - self.selector_vectors = [] + self.selector_ids = [] self.targets = [] return batch @@ -142,7 +142,7 @@ def OnItem(self, item) -> Optional[BatchData]: ) for n in node_list ] - selector_values = np.array( + selector_ids = np.array( [ features.node_features.feature_list["data_flow_root_node"] .feature[n] @@ -151,10 +151,7 @@ def OnItem(self, item) -> Optional[BatchData]: ], dtype=np.int32, ) - selector_vectors = np.zeros((selector_values.size, 2), dtype=np.float32) - selector_vectors[ - np.arange(selector_values.size), selector_values - ] = FLAGS.selector_embedding_value + # TODO: FLAGS.selector_embedding_value targets = np.array( [ features.node_features.feature_list["data_flow_value"] @@ -174,7 +171,7 @@ def OnItem(self, item) -> Optional[BatchData]: self.graph_node_sizes.append(len(node_list)) self.vocab_ids.append(vocab_ids) - self.selector_vectors.append(selector_vectors) + self.selector_ids.append(selector_ids) self.targets.append(targets_1hot) if len(self.graph_node_sizes) >= self.batch_size: diff --git a/programl/task/dataflow/train_lstm.py b/programl/task/dataflow/train_lstm.py index 908740a3f..16d2d1400 100644 --- a/programl/task/dataflow/train_lstm.py +++ b/programl/task/dataflow/train_lstm.py @@ -122,7 +122,9 @@ def TrainDataflowLSTM( # # For these data flow experiments, our graphs contain per-node binary # classification targets (e.g. reachable / not-reachable). - model = Lstm(vocabulary=vocab, test_only=False, node_y_dimensionality=2,) + model = Lstm(vocabulary=vocab, test_only=False, node_y_dimensionality=2, + graph_y_dimensionality=0, + graph_x_dimensionality=0, use_selector_embeddings=True) if restore_from: # Pick up training where we left off. @@ -140,8 +142,6 @@ def TrainDataflowLSTM( model.Initialize() start_epoch_step, start_graph_cumsum = 1, 0 - model.model.summary() - # Create training batches and split into epochs. epochs = EpochBatchIterator( MakeBatchBuilder( diff --git a/programl/task/dataflow/train_lstm_test.py b/programl/task/dataflow/train_lstm_test.py index bd31ca70e..7e5a0773b 100644 --- a/programl/task/dataflow/train_lstm_test.py +++ b/programl/task/dataflow/train_lstm_test.py @@ -79,7 +79,9 @@ def main(): "--max_data_flow_steps", str(10), "--val_graph_count", str(10), "--val_seed", str(0xCC), - "--train_graph_counts", "10,20" + "--train_graph_counts", "10,20", + "--padded_sequence_length", str(10), + "--batch_size", str(8), ]) p.communicate() if p.returncode: diff --git a/requirements.txt b/requirements.txt index cbfa6f8a3..2690e91d7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,7 +2,7 @@ absl-py>=0.9.0 cycler>=0.10.0 # Needed by matplotlib. decorator>=4.3.0 GPUtil>=1.4.0 -Keras>=2.3.1 +keras_preprocessing >= 1.1.1, < 1.2 kiwisolver>=1.0.1 # Needed by matplotlib. labm8>=2020.06.07 matplotlib>=2.2.0rc1 diff --git a/third_party/py/tensorflow/BUILD b/third_party/py/tensorflow/BUILD index e0d27ec94..981f8c2a3 100644 --- a/third_party/py/tensorflow/BUILD +++ b/third_party/py/tensorflow/BUILD @@ -8,6 +8,7 @@ py_library( name = "tensorflow", srcs = ["//third_party/py:empty.py"], deps = [ + requirement("tensorflow"), # Copied from: # https://github.com/tensorflow/tensorflow/blob/f3a015274fadab00ec8cad92af2a968e0ecd434f/tensorflow/tools/pip_package/setup.py#L54-L73 requirement("absl-py"), @@ -22,10 +23,10 @@ py_library( requirement("protobuf"), requirement("six"), requirement("tensorboard"), - requirement("tensorflow"), requirement("tensorflow_estimator"), requirement("termcolor"), requirement("wheel"), requirement("wrapt"), + "//third/party/py/keras_preprocessing", ], )

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