From aa8d107b1791d02b99062d790afbb270a0dce70d Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Mon, 10 May 2021 19:26:26 -0700 Subject: [PATCH 001/106] initial nlvr2 dataset reader (needs work) --- .../vision/dataset_readers/__init__.py | 1 + .../vision/dataset_readers/nlvr2.py | 287 ++++++++++++++++++ 2 files changed, 288 insertions(+) create mode 100644 allennlp_models/vision/dataset_readers/nlvr2.py diff --git a/allennlp_models/vision/dataset_readers/__init__.py b/allennlp_models/vision/dataset_readers/__init__.py index c7e50e509..21b561b10 100644 --- a/allennlp_models/vision/dataset_readers/__init__.py +++ b/allennlp_models/vision/dataset_readers/__init__.py @@ -1,4 +1,5 @@ from allennlp_models.vision.dataset_readers.vision_reader import VisionReader from allennlp_models.vision.dataset_readers.gqa import GQAReader +from allennlp_models.vision.dataset_readers.nlvr2 import Nlvr2Reader from allennlp_models.vision.dataset_readers.vqav2 import VQAv2Reader from allennlp_models.vision.dataset_readers.visual_entailment import VisualEntailmentReader diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py new file mode 100644 index 000000000..b7ee309f0 --- /dev/null +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -0,0 +1,287 @@ +import glob +import os +from os import PathLike +from typing import Any, Dict, Union, Optional, MutableMapping + +from overrides import overrides +import torch +from torch import Tensor + +from allennlp.common.file_utils import cached_path, json_lines_from_file, TensorCache, logger +from allennlp.data.dataset_readers.dataset_reader import DatasetReader +from allennlp.data.fields import TensorField, LabelField, ListField, MetadataField, TextField +from allennlp.data.image_loader import ImageLoader +from allennlp.data.instance import Instance +from allennlp.data.token_indexers import PretrainedTransformerIndexer +from allennlp.data.token_indexers import TokenIndexer +from allennlp.data.tokenizers import PretrainedTransformerTokenizer +from allennlp.data.tokenizers import Tokenizer +from allennlp.modules.vision.grid_embedder import GridEmbedder +from allennlp.modules.vision.region_detector import RegionDetector + + +def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: bool): + if isinstance(image1, str): + features, coords = next(self._process_image_paths([image1], use_cache=use_cache)) + else: + features, coords = image1 + + return { + "box_features": ArrayField(features), + "box_coordinates": ArrayField(coords), + "box_mask": ArrayField( + features.new_ones((features.shape[0],), dtype=torch.bool), + padding_value=False, + dtype=torch.bool, + ), + } + + +@DatasetReader.register("nlvr2") +class Nlvr2Reader(DatasetReader): + # TODO: update comment + """ + Reads the NLVR2 dataset from http://lil.nlp.cornell.edu/nlvr/. + In this task, the model is presented with two images and a sentence referring to those images. + The task for the model is to identify whether the sentence is true or false. + Accordingly, the instances produced by this reader contain two images, featurized into the + fields "box_features" and "box_coordinates". In addition to that, it produces a `TextField` + called "sentence", and a `MetadataField` called "identifier". The latter contains the question + id from the question set. + Parameters + ---------- + image_dir: `str` + Path to directory containing `png` image files. + image_loader: `ImageLoader` + An image loader to read the images with + image_featurizer: `GridEmbedder` + The backbone image processor (like a ResNet), whose output will be passed to the region + detector for finding object boxes in the image. + region_detector: `RegionDetector` + For pulling out regions of the image (both coordinates and features) that will be used by + downstream models. + feature_cache_dir: `str`, optional + If given, the reader will attempt to use the featurized image cache in this directory. + Caching the featurized images can result in big performance improvements, so it is + recommended to set this. + data_dir: `str` + Path to directory containing text files for each dataset split. These files contain + the sentences and metadata for each task instance. If this is `None`, we will grab the + files from the official NLVR github repository. + feature_cache_dir: `str`, optional + Path to a directory that will contain a cache of featurized images. + tokenizer: `Tokenizer`, optional, defaults to `PretrainedTransformerTokenizer("bert-base-uncased")` + token_indexers: `Dict[str, TokenIndexer]`, optional, + defaults to`{"tokens": PretrainedTransformerIndexer("bert-base-uncased")}` + cuda_device: `int`, optional + Set this to run image featurization on the given GPU. By default, image featurization runs on CPU. + max_instances: `int`, optional + If set, the reader only returns the first `max_instances` instances, and then stops. + This is useful for testing. + """ + + def __init__( + self, + image_dir: Optional[Union[str, PathLike]] = None, + *, + image_loader: Optional[ImageLoader] = None, + image_featurizer: Optional[Lazy[GridEmbedder]] = None, + region_detector: Optional[Lazy[RegionDetector]] = None, + answer_vocab: Optional[Union[Vocabulary, str]] = None, + feature_cache_dir: Optional[Union[str, PathLike]] = None, + tokenizer: Optional[Tokenizer] = None, + token_indexers: Optional[Dict[str, TokenIndexer]] = None, + cuda_device: Optional[Union[int, torch.device]] = None, + max_instances: Optional[int] = None, + image_processing_batch_size: int = 8, + write_to_cache: bool = True, + ) -> None: + run_featurization = image_loader and image_featurizer and region_detector + if image_dir is None and run_featurization: + raise ValueError( + "Because of the size of the image datasets, we don't download them automatically. " + "Please go to https://github.com/lil-lab/nlvr/tree/master/nlvr2, download the datasets you need, " + "and set the image_dir parameter to point to your download location. This dataset " + "reader does not care about the exact directory structure. It finds the images " + "wherever they are." + ) + + super().__init__( + image_dir, + image_loader=image_loader, + image_featurizer=image_featurizer, + region_detector=region_detector, + feature_cache_dir=feature_cache_dir, + tokenizer=tokenizer, + token_indexers=token_indexers, + cuda_device=cuda_device, + max_instances=max_instances, + image_processing_batch_size=image_processing_batch_size, + write_to_cache=write_to_cache, + ) + + # def __init__( + # self, + # image_dir: Union[str, PathLike], + # image_loader: ImageLoader, + # image_featurizer: GridEmbedder, + # region_detector: RegionDetector, + # *, + # feature_cache_dir: Optional[Union[str, PathLike]] = None, + # data_dir: Optional[Union[str, PathLike]] = None, + # tokenizer: Optional[Tokenizer] = None, + # token_indexers: Optional[Dict[str, TokenIndexer]] = None, + # cuda_device: Optional[Union[int, torch.device]] = None, + # max_instances: Optional[int] = None, + # ) -> None: + # super().__init__( + # max_instances=max_instances, + # manual_distributed_sharding=True, + # manual_multi_process_sharding=True, + # ) + + if cuda_device is None: + from torch import cuda + + if cuda.device_count() > 0: + cuda_device = 0 + else: + cuda_device = -1 + from allennlp.common.checks import check_for_gpu + + check_for_gpu(cuda_device) + from allennlp.common.util import int_to_device + + self.cuda_device = int_to_device(cuda_device) + + # Paths to data + if not data_dir: + github_url = "https://raw.githubusercontent.com/lil-lab/nlvr/" + nlvr_commit = "68a11a766624a5b665ec7594982b8ecbedc728c7" + data_dir = f"{github_url}{nlvr_commit}/nlvr2/data" + self.splits = { + "dev": f"{data_dir}/dev.json", + "test": f"{data_dir}/test1.json", + "train": f"{data_dir}/train.json", + "balanced_dev": f"{data_dir}/balanced/balanced_dev.json", + "balanced_test": f"{data_dir}/balanced/balanced_test1.json", + "unbalanced_dev": f"{data_dir}/balanced/unbalanced_dev.json", + "unbalanced_test": f"{data_dir}/balanced/unbalanced_test1.json", + } + from tqdm import tqdm + + logger.info("Discovering images ...") + self.images = { + os.path.basename(filename): filename + for filename in tqdm( + glob.iglob(os.path.join(image_dir, "**", "*.png"), recursive=True), + desc="Discovering images", + ) + } + logger.info("Done discovering images") + + # TODO: make sure these are accurate + + # tokenizers and indexers + if not tokenizer: + tokenizer = PretrainedTransformerTokenizer("bert-base-uncased") + self._tokenizer = tokenizer + if token_indexers is None: + token_indexers = {"tokens": PretrainedTransformerIndexer("bert-base-uncased")} + self._token_indexers = token_indexers + + # image loading + self.image_loader = image_loader + self.image_featurizer = image_featurizer.to(self.cuda_device) + self.region_detector = region_detector.to(self.cuda_device) + + # feature cache + if feature_cache_dir is None: + self._features_cache: MutableMapping[str, Tensor] = {} + self._coordinates_cache: MutableMapping[str, Tensor] = {} + else: + os.makedirs(feature_cache_dir, exist_ok=True) + self._features_cache = TensorCache(os.path.join(feature_cache_dir, "features")) + self._coordinates_cache = TensorCache(os.path.join(feature_cache_dir, "coordinates")) + + # TODO: end TODO + + @overrides + def _read(self, split_or_filename: str): + filename = self.splits.get(split_or_filename, split_or_filename) + + json_file_path = cached_path(filename) + + blobs = [] + json_blob: Dict[str, Any] + for json_blob in json_lines_from_file(json_file_path): + blobs.append(json_blob) + + blob_dicts = list(self.shard_iterable(blobs)) + processed_images1: Iterable[Optional[Tuple[Tensor, Tensor]]] + processed_images2: Iterable[Optional[Tuple[Tensor, Tensor]]] + if self.produce_featurized_images: + # It would be much easier to just process one image at a time, but it's faster to process + # them in batches. So this code gathers up instances until it has enough to fill up a batch + # that needs processing, and then processes them all. + + try: + image_paths1 = [] + image_paths2 = [] + for blob in blobs: + image_name_base = identifier[: identifier.rindex("-")] + image_paths1.append(self.images[f"{image_name_base}-img0.png"]) + image_paths2.append(self.images[f"{image_name_base}-img1.png"]) + except KeyError as e: + missing_id = e.args[0] + raise KeyError( + missing_id, + f"We could not find an image with the id {missing_id}. " + "Because of the size of the image datasets, we don't download them automatically. " + "Please go to https://github.com/lil-lab/nlvr/tree/master/nlvr2, download the datasets you need, " + "and set the image_dir parameter to point to your download location. This dataset " + "reader does not care about the exact directory structure. It finds the images " + "wherever they are.", + ) + + processed_images1 = self._process_image_paths(image_paths1) + processed_images2 = self._process_image_paths(image_paths2) + else: + processed_images1 = [None for _ in range(len(blob_dicts))] + processed_images2 = [None for _ in range(len(blob_dicts))] + + for json_blob, image1, image2 in zip(blob_dicts, processed_images1, processed_images2): + identifier = json_blob["identifier"] + sentence = json_blob["sentence"] + label = bool(json_blob["label"]) + instance = self.text_to_instance(identifier, sentence, image1, image2, label) + if instance is not None: + yield instance + + @overrides + def text_to_instance( + self, + identifier: str, + sentence: str, + image1: Union[str, Tuple[Tensor, Tensor]], + image2: Union[str, Tuple[Tensor, Tensor]], + label: bool, # type: ignore + ) -> Instance: + tokenized_sentence = self._tokenizer.tokenize(sentence) + + fields = { + "sentence": TextField(tokenized_sentence, None), + "identifier": MetadataField(identifier), + } + + if label is not None: + fields["label"] = LabelField(int(label), skip_indexing=True) + + fields["image1"] = extract_image_features(image1, use_cache) + fields["image2"] = extract_image_features(image2, use_cache) + + return Instance(fields) + + @overrides + def apply_token_indexers(self, instance: Instance) -> None: + instance["sentence"].token_indexers = self._token_indexers # type: ignore From 749d3459c3f956699b58704d479ffcb7fdac9b09 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Mon, 10 May 2021 20:28:46 -0700 Subject: [PATCH 002/106] adding images + broken tests --- .../vision/dataset_readers/nlvr2.py | 168 ++++++++++-------- .../vision/images/nlvr2/dev-850-0-img0.png | Bin 0 -> 38832 bytes .../vision/images/nlvr2/dev-850-0-img1.png | Bin 0 -> 220134 bytes .../vision/images/nlvr2/dev-850-1-img0.png | Bin 0 -> 65242 bytes .../vision/images/nlvr2/dev-850-1-img1.png | Bin 0 -> 502957 bytes .../vision/images/nlvr2/dev-850-2-img0.png | Bin 0 -> 66975 bytes .../vision/images/nlvr2/dev-850-2-img1.png | Bin 0 -> 243789 bytes .../vision/images/nlvr2/dev-850-3-img0.png | Bin 0 -> 64907 bytes .../vision/images/nlvr2/dev-850-3-img1.png | Bin 0 -> 54824 bytes test_fixtures/vision/nlvr2/tiny-dev.json | 8 + tests/vision/dataset_readers/nlvr2_test.py | 55 ++++++ 11 files changed, 158 insertions(+), 73 deletions(-) create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-0-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-0-img1.png create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-1-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-1-img1.png create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-2-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-2-img1.png create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-3-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/dev-850-3-img1.png create mode 100644 test_fixtures/vision/nlvr2/tiny-dev.json create mode 100644 tests/vision/dataset_readers/nlvr2_test.py diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index b7ee309f0..d2083ee54 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -1,7 +1,7 @@ import glob import os from os import PathLike -from typing import Any, Dict, Union, Optional, MutableMapping +from typing import Any, Dict, Tuple, Union, MutableMapping, Optional from overrides import overrides import torch @@ -19,12 +19,27 @@ from allennlp.modules.vision.grid_embedder import GridEmbedder from allennlp.modules.vision.region_detector import RegionDetector +from allennlp.common.lazy import Lazy +from allennlp.common.file_utils import cached_path +from allennlp.data.vocabulary import Vocabulary +from allennlp.data.dataset_readers.dataset_reader import DatasetReader +from allennlp.data.fields import Field, ArrayField, LabelField, ListField, TextField +from allennlp.data.image_loader import ImageLoader +from allennlp.data.instance import Instance +from allennlp.data.token_indexers import TokenIndexer +from allennlp.data.tokenizers import Tokenizer +from allennlp.modules.vision.grid_embedder import GridEmbedder +from allennlp.modules.vision.region_detector import RegionDetector + +# from allennlp_models.vision.dataset_readers import utils +from allennlp_models.vision.dataset_readers.vision_reader import VisionReader + def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: bool): - if isinstance(image1, str): - features, coords = next(self._process_image_paths([image1], use_cache=use_cache)) + if isinstance(image, str): + features, coords = next(self._process_image_paths([image], use_cache=use_cache)) else: - features, coords = image1 + features, coords = image return { "box_features": ArrayField(features), @@ -38,7 +53,7 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: @DatasetReader.register("nlvr2") -class Nlvr2Reader(DatasetReader): +class Nlvr2Reader(VisionReader): # TODO: update comment """ Reads the NLVR2 dataset from http://lil.nlp.cornell.edu/nlvr/. @@ -120,45 +135,47 @@ def __init__( write_to_cache=write_to_cache, ) - # def __init__( - # self, - # image_dir: Union[str, PathLike], - # image_loader: ImageLoader, - # image_featurizer: GridEmbedder, - # region_detector: RegionDetector, - # *, - # feature_cache_dir: Optional[Union[str, PathLike]] = None, - # data_dir: Optional[Union[str, PathLike]] = None, - # tokenizer: Optional[Tokenizer] = None, - # token_indexers: Optional[Dict[str, TokenIndexer]] = None, - # cuda_device: Optional[Union[int, torch.device]] = None, - # max_instances: Optional[int] = None, - # ) -> None: - # super().__init__( - # max_instances=max_instances, - # manual_distributed_sharding=True, - # manual_multi_process_sharding=True, - # ) - - if cuda_device is None: - from torch import cuda - - if cuda.device_count() > 0: - cuda_device = 0 - else: - cuda_device = -1 - from allennlp.common.checks import check_for_gpu - - check_for_gpu(cuda_device) - from allennlp.common.util import int_to_device - - self.cuda_device = int_to_device(cuda_device) + # def __init__( + # self, + # image_dir: Union[str, PathLike], + # image_loader: ImageLoader, + # image_featurizer: GridEmbedder, + # region_detector: RegionDetector, + # *, + # feature_cache_dir: Optional[Union[str, PathLike]] = None, + # data_dir: Optional[Union[str, PathLike]] = None, + # tokenizer: Optional[Tokenizer] = None, + # token_indexers: Optional[Dict[str, TokenIndexer]] = None, + # cuda_device: Optional[Union[int, torch.device]] = None, + # max_instances: Optional[int] = None, + # ) -> None: + # super().__init__( + # max_instances=max_instances, + # manual_distributed_sharding=True, + # manual_multi_process_sharding=True, + # ) + + # if cuda_device is None: + # from torch import cuda + + # if cuda.device_count() > 0: + # cuda_device = 0 + # else: + # cuda_device = -1 + # from allennlp.common.checks import check_for_gpu + + # check_for_gpu(cuda_device) + # from allennlp.common.util import int_to_device + + # self.cuda_device = int_to_device(cuda_device) # Paths to data - if not data_dir: - github_url = "https://raw.githubusercontent.com/lil-lab/nlvr/" - nlvr_commit = "68a11a766624a5b665ec7594982b8ecbedc728c7" - data_dir = f"{github_url}{nlvr_commit}/nlvr2/data" + # if not data_dir: + + # TODO: fix this? + github_url = "https://raw.githubusercontent.com/lil-lab/nlvr/" + nlvr_commit = "68a11a766624a5b665ec7594982b8ecbedc728c7" + data_dir = f"{github_url}{nlvr_commit}/nlvr2/data" self.splits = { "dev": f"{data_dir}/dev.json", "test": f"{data_dir}/test1.json", @@ -168,41 +185,43 @@ def __init__( "unbalanced_dev": f"{data_dir}/balanced/unbalanced_dev.json", "unbalanced_test": f"{data_dir}/balanced/unbalanced_test1.json", } - from tqdm import tqdm - - logger.info("Discovering images ...") - self.images = { - os.path.basename(filename): filename - for filename in tqdm( - glob.iglob(os.path.join(image_dir, "**", "*.png"), recursive=True), - desc="Discovering images", - ) - } - logger.info("Done discovering images") + # end TODO + + # from tqdm import tqdm + + # logger.info("Discovering images ...") + # self.images = { + # os.path.basename(filename): filename + # for filename in tqdm( + # glob.iglob(os.path.join(image_dir, "**", "*.png"), recursive=True), + # desc="Discovering images", + # ) + # } + # logger.info("Done discovering images") # TODO: make sure these are accurate # tokenizers and indexers - if not tokenizer: - tokenizer = PretrainedTransformerTokenizer("bert-base-uncased") - self._tokenizer = tokenizer - if token_indexers is None: - token_indexers = {"tokens": PretrainedTransformerIndexer("bert-base-uncased")} - self._token_indexers = token_indexers - - # image loading - self.image_loader = image_loader - self.image_featurizer = image_featurizer.to(self.cuda_device) - self.region_detector = region_detector.to(self.cuda_device) - - # feature cache - if feature_cache_dir is None: - self._features_cache: MutableMapping[str, Tensor] = {} - self._coordinates_cache: MutableMapping[str, Tensor] = {} - else: - os.makedirs(feature_cache_dir, exist_ok=True) - self._features_cache = TensorCache(os.path.join(feature_cache_dir, "features")) - self._coordinates_cache = TensorCache(os.path.join(feature_cache_dir, "coordinates")) + # if not tokenizer: + # tokenizer = PretrainedTransformerTokenizer("bert-base-uncased") + # self._tokenizer = tokenizer + # if token_indexers is None: + # token_indexers = {"tokens": PretrainedTransformerIndexer("bert-base-uncased")} + # self._token_indexers = token_indexers + + # # image loading + # self.image_loader = image_loader + # self.image_featurizer = image_featurizer.to(self.cuda_device) + # self.region_detector = region_detector.to(self.cuda_device) + + # # feature cache + # if feature_cache_dir is None: + # self._features_cache: MutableMapping[str, Tensor] = {} + # self._coordinates_cache: MutableMapping[str, Tensor] = {} + # else: + # os.makedirs(feature_cache_dir, exist_ok=True) + # self._features_cache = TensorCache(os.path.join(feature_cache_dir, "features")) + # self._coordinates_cache = TensorCache(os.path.join(feature_cache_dir, "coordinates")) # TODO: end TODO @@ -228,7 +247,9 @@ def _read(self, split_or_filename: str): try: image_paths1 = [] image_paths2 = [] + print(self.images) for blob in blobs: + identifier = blob["identifier"] image_name_base = identifier[: identifier.rindex("-")] image_paths1.append(self.images[f"{image_name_base}-img0.png"]) image_paths2.append(self.images[f"{image_name_base}-img1.png"]) @@ -266,6 +287,7 @@ def text_to_instance( image1: Union[str, Tuple[Tensor, Tensor]], image2: Union[str, Tuple[Tensor, Tensor]], label: bool, # type: ignore + use_cache: bool = True, ) -> Instance: tokenized_sentence = 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zR#(uF@DgK97=!GO6xGG2`qO+T*+{ATo7fm3FZh`R04r*&wqdc=9nDljo^65UXH&OP zr$)U^Hbm0txd#ZQSY`q`Ny7wT=I5tT(zO6JGzN92822Gd!$e-%hngqp zPVRs)jdvRnRR+ep*1{c_jUsDsFnX*24~XY=;Nl zCzd~B5OKI8uIcAG5g!HtFX5^*uGG_swij79C}i(^NRdR~QAunQ_t=4fit>X)Bf==C zd!R!|t<$VObe=F!L-`MQFm8$IB3|0JmKAGz(?ro8gMP9%Fzk{>gse%yVd7l@sKSV( zw=x!XQfIUxeRoWk9-n=bODKic>!pgIHX`fB> zMq)brC!vhNQ}Oq?1cwHJj#ddEzmUu7A#0PnYUr%q$}Osr2?7vI2vY~I{Za&EJ*I0x zX=N&i%XstuaeDhBMLhkD6V_=urWDm6aSr=9>@tf Date: Mon, 10 May 2021 21:21:26 -0700 Subject: [PATCH 003/106] Tests work now --- .../vision/dataset_readers/nlvr2.py | 121 +++--------------- tests/vision/dataset_readers/nlvr2_test.py | 27 ++-- 2 files changed, 24 insertions(+), 124 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index d2083ee54..3377c0c38 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -1,37 +1,22 @@ -import glob -import os from os import PathLike -from typing import Any, Dict, Tuple, Union, MutableMapping, Optional +from typing import Any, Dict, Tuple, Union, Optional from overrides import overrides import torch from torch import Tensor -from allennlp.common.file_utils import cached_path, json_lines_from_file, TensorCache, logger -from allennlp.data.dataset_readers.dataset_reader import DatasetReader -from allennlp.data.fields import TensorField, LabelField, ListField, MetadataField, TextField -from allennlp.data.image_loader import ImageLoader -from allennlp.data.instance import Instance -from allennlp.data.token_indexers import PretrainedTransformerIndexer -from allennlp.data.token_indexers import TokenIndexer -from allennlp.data.tokenizers import PretrainedTransformerTokenizer -from allennlp.data.tokenizers import Tokenizer -from allennlp.modules.vision.grid_embedder import GridEmbedder -from allennlp.modules.vision.region_detector import RegionDetector - +from allennlp.common.file_utils import cached_path, json_lines_from_file from allennlp.common.lazy import Lazy -from allennlp.common.file_utils import cached_path -from allennlp.data.vocabulary import Vocabulary from allennlp.data.dataset_readers.dataset_reader import DatasetReader -from allennlp.data.fields import Field, ArrayField, LabelField, ListField, TextField +from allennlp.data.fields import ArrayField, LabelField, ListField, MetadataField, TextField from allennlp.data.image_loader import ImageLoader from allennlp.data.instance import Instance from allennlp.data.token_indexers import TokenIndexer from allennlp.data.tokenizers import Tokenizer +from allennlp.data.vocabulary import Vocabulary from allennlp.modules.vision.grid_embedder import GridEmbedder from allennlp.modules.vision.region_detector import RegionDetector -# from allennlp_models.vision.dataset_readers import utils from allennlp_models.vision.dataset_readers.vision_reader import VisionReader @@ -41,15 +26,15 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: else: features, coords = image - return { - "box_features": ArrayField(features), - "box_coordinates": ArrayField(coords), - "box_mask": ArrayField( + return ( + ArrayField(features), + ArrayField(coords), + ArrayField( features.new_ones((features.shape[0],), dtype=torch.bool), padding_value=False, dtype=torch.bool, ), - } + ) @DatasetReader.register("nlvr2") @@ -135,43 +120,6 @@ def __init__( write_to_cache=write_to_cache, ) - # def __init__( - # self, - # image_dir: Union[str, PathLike], - # image_loader: ImageLoader, - # image_featurizer: GridEmbedder, - # region_detector: RegionDetector, - # *, - # feature_cache_dir: Optional[Union[str, PathLike]] = None, - # data_dir: Optional[Union[str, PathLike]] = None, - # tokenizer: Optional[Tokenizer] = None, - # token_indexers: Optional[Dict[str, TokenIndexer]] = None, - # cuda_device: Optional[Union[int, torch.device]] = None, - # max_instances: Optional[int] = None, - # ) -> None: - # super().__init__( - # max_instances=max_instances, - # manual_distributed_sharding=True, - # manual_multi_process_sharding=True, - # ) - - # if cuda_device is None: - # from torch import cuda - - # if cuda.device_count() > 0: - # cuda_device = 0 - # else: - # cuda_device = -1 - # from allennlp.common.checks import check_for_gpu - - # check_for_gpu(cuda_device) - # from allennlp.common.util import int_to_device - - # self.cuda_device = int_to_device(cuda_device) - - # Paths to data - # if not data_dir: - # TODO: fix this? github_url = "https://raw.githubusercontent.com/lil-lab/nlvr/" nlvr_commit = "68a11a766624a5b665ec7594982b8ecbedc728c7" @@ -187,44 +135,6 @@ def __init__( } # end TODO - # from tqdm import tqdm - - # logger.info("Discovering images ...") - # self.images = { - # os.path.basename(filename): filename - # for filename in tqdm( - # glob.iglob(os.path.join(image_dir, "**", "*.png"), recursive=True), - # desc="Discovering images", - # ) - # } - # logger.info("Done discovering images") - - # TODO: make sure these are accurate - - # tokenizers and indexers - # if not tokenizer: - # tokenizer = PretrainedTransformerTokenizer("bert-base-uncased") - # self._tokenizer = tokenizer - # if token_indexers is None: - # token_indexers = {"tokens": PretrainedTransformerIndexer("bert-base-uncased")} - # self._token_indexers = token_indexers - - # # image loading - # self.image_loader = image_loader - # self.image_featurizer = image_featurizer.to(self.cuda_device) - # self.region_detector = region_detector.to(self.cuda_device) - - # # feature cache - # if feature_cache_dir is None: - # self._features_cache: MutableMapping[str, Tensor] = {} - # self._coordinates_cache: MutableMapping[str, Tensor] = {} - # else: - # os.makedirs(feature_cache_dir, exist_ok=True) - # self._features_cache = TensorCache(os.path.join(feature_cache_dir, "features")) - # self._coordinates_cache = TensorCache(os.path.join(feature_cache_dir, "coordinates")) - - # TODO: end TODO - @overrides def _read(self, split_or_filename: str): filename = self.splits.get(split_or_filename, split_or_filename) @@ -247,7 +157,6 @@ def _read(self, split_or_filename: str): try: image_paths1 = [] image_paths2 = [] - print(self.images) for blob in blobs: identifier = blob["identifier"] image_name_base = identifier[: identifier.rindex("-")] @@ -289,19 +198,21 @@ def text_to_instance( label: bool, # type: ignore use_cache: bool = True, ) -> Instance: - tokenized_sentence = self._tokenizer.tokenize(sentence) + sentence_field = TextField(self._tokenizer.tokenize(sentence), None) + box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, use_cache) + box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) fields = { - "sentence": TextField(tokenized_sentence, None), + "sentence": sentence_field, + "box_features": ListField([box_features1, box_features2]), + "box_coordinates": ListField([box_coordinates1, box_coordinates2]), + "box_mask": ListField([box_mask1, box_mask2]), "identifier": MetadataField(identifier), } if label is not None: fields["label"] = LabelField(int(label), skip_indexing=True) - fields["image1"] = extract_image_features(image1, use_cache) - fields["image2"] = extract_image_features(image2, use_cache) - return Instance(fields) @overrides diff --git a/tests/vision/dataset_readers/nlvr2_test.py b/tests/vision/dataset_readers/nlvr2_test.py index 1aa3d93ad..e52ebd7bb 100644 --- a/tests/vision/dataset_readers/nlvr2_test.py +++ b/tests/vision/dataset_readers/nlvr2_test.py @@ -1,13 +1,3 @@ -# from allennlp.common.testing import AllenNlpTestCase -# from allennlp.data import Batch, Vocabulary - -# from allennlp.data.image_loader import DetectronImageLoader -# from allennlp.data.tokenizers import WhitespaceTokenizer -# from allennlp.data.token_indexers import SingleIdTokenIndexer -# from allennlp.modules.vision.grid_embedder import NullGridEmbedder -# from allennlp.modules.vision.region_detector import RandomRegionDetector -import torch - from allennlp.common.testing import AllenNlpTestCase from allennlp.common.lazy import Lazy from allennlp.data import Batch, Vocabulary @@ -19,6 +9,7 @@ from tests import FIXTURES_ROOT + class TestNlvr2Reader(AllenNlpTestCase): def test_read(self): from allennlp_models.vision.dataset_readers.nlvr2 import Nlvr2Reader @@ -35,21 +26,19 @@ def test_read(self): assert len(instances) == 8 instance = instances[0] - assert len(instance.fields) == 5 + assert len(instance.fields) == 6 assert len(instance["sentence"]) == 18 sentence_tokens = [t.text for t in instance["sentence"]] assert sentence_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] assert instance["label"].label == 1 assert instance["identifier"].metadata == "dev-850-0-0" + batch = Batch(instances) + batch.index_instances(Vocabulary()) + tensors = batch.as_tensor_dict() + # (batch size, 2 images per instance, num boxes (fake), num features (fake)) - assert tensors["box_features"].size() == (8, 2, 1, 10) + assert tensors["box_features"].size() == (8, 2, 2, 10) # (batch size, 2 images per instance, num boxes (fake), 4 coords) - assert tensors["box_coordinates"].size() == (8, 2, 1, 4) - - # We have 8 images total, and 8 instances. Those 8 images are processed two at a time in - # the region detector, and the results are cached, so we should only see the region detector - # called 4 times with this data. This is testing the feature caching functionality in the - # dataset reader. - assert detector.calls == 4 + assert tensors["box_coordinates"].size() == (8, 2, 2, 4) From 43f33cb496cd9bddf54f0d602a5dc10450c1ba7a Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 10:39:42 -0700 Subject: [PATCH 004/106] updating field to "hypothesis" --- .../vision/models/visual_entailment2.py | 141 ++++++++++++++++++ 1 file changed, 141 insertions(+) create mode 100644 allennlp_models/vision/models/visual_entailment2.py diff --git a/allennlp_models/vision/models/visual_entailment2.py b/allennlp_models/vision/models/visual_entailment2.py new file mode 100644 index 000000000..863da0e20 --- /dev/null +++ b/allennlp_models/vision/models/visual_entailment2.py @@ -0,0 +1,141 @@ +import logging +from typing import Dict, Optional + +from overrides import overrides +import numpy as np +import torch + +from allennlp.data import TextFieldTensors, Vocabulary +from allennlp.models.model import Model +from allennlp.modules.transformer import ( + TransformerEmbeddings, + ImageFeatureEmbeddings, + BiModalEncoder, +) +from allennlp.training.metrics import CategoricalAccuracy +from allennlp.training.metrics import FBetaMeasure + +from allennlp_models.vision.models.vision_text_model import VisionTextModel + +logger = logging.getLogger(__name__) + + +@Model.register("ve_vilbert") +@Model.register("ve_vilbert_from_huggingface", constructor="from_huggingface_model_name") +class VisualEntailmentModel(VisionTextModel): + """ + Model for visual entailment task based on the paper + [Visual Entailment: A Novel Task for Fine-Grained Image Understanding] + (https://api.semanticscholar.org/CorpusID:58981654). + + # Parameters + + vocab : `Vocabulary` + text_embeddings : `TransformerEmbeddings` + image_embeddings : `ImageFeatureEmbeddings` + encoder : `BiModalEncoder` + pooled_output_dim : `int` + fusion_method : `str`, optional (default = `"sum"`) + dropout : `float`, optional (default = `0.1`) + label_namespace : `str`, optional (default = `labels`) + """ + + def __init__( + self, + vocab: Vocabulary, + text_embeddings: TransformerEmbeddings, + image_embeddings: ImageFeatureEmbeddings, + encoder: BiModalEncoder, + pooled_output_dim: int, + fusion_method: str = "sum", + dropout: float = 0.1, + label_namespace: str = "labels", + *, + ignore_text: bool = False, + ignore_image: bool = False, + ) -> None: + + super().__init__( + vocab, + text_embeddings, + image_embeddings, + encoder, + pooled_output_dim, + fusion_method, + dropout, + label_namespace, + is_multilabel=False, + ) + + self.accuracy = CategoricalAccuracy() + self.fbeta = FBetaMeasure(beta=1.0, average="macro") + + @overrides + def forward( + self, # type: ignore + box_features: torch.Tensor, + box_coordinates: torch.Tensor, + box_mask: torch.Tensor, + hypothesis: TextFieldTensors, + labels: Optional[torch.Tensor] = None, + ) -> Dict[str, torch.Tensor]: + + # TODO: figure out how to handle both images - just feed them in twice? + # Idea: + # 1. Get both pooled outputs + # 2. Concatenate them + # 3. Feed into an MLP (multi-layer perceptron) + # 4. Softmax to get logits + # 5. Done? + backbone_outputs1 = self.backbone(box_features, box_coordinates, box_mask, text) + + # Shape: (batch_size, num_labels) + logits = self.classifier(backbone_outputs["pooled_boxes_and_text"]) + + # Shape: (batch_size, num_labels) + if self.is_multilabel: + probs = torch.sigmoid(logits) + else: + probs = torch.softmax(logits, dim=-1) + + outputs = {"logits": logits, "probs": probs} + outputs = self._compute_loss_and_metrics(batch_size, outputs, labels, label_weights) + + return outputs + + @overrides + def _compute_loss_and_metrics( + self, + batch_size: int, + outputs: torch.Tensor, + label: torch.Tensor, + label_weights: Optional[torch.Tensor] = None, + ): + assert label_weights is None + if label is not None: + outputs["loss"] = ( + torch.nn.functional.cross_entropy(outputs["logits"], label) / batch_size + ) + self.accuracy(outputs["logits"], label) + self.fbeta(outputs["probs"], label) + return outputs + + @overrides + def get_metrics(self, reset: bool = False) -> Dict[str, float]: + metrics = self.fbeta.get_metric(reset) + accuracy = self.accuracy.get_metric(reset) + metrics.update({"accuracy": accuracy}) + return metrics + + @overrides + def make_output_human_readable( + self, output_dict: Dict[str, torch.Tensor] + ) -> Dict[str, torch.Tensor]: + batch_labels = [] + for batch_index, batch in enumerate(output_dict["probs"]): + labels = np.argmax(batch, axis=-1) + batch_labels.append(labels) + output_dict["labels"] = batch_labels + return output_dict + + default_predictor = "vilbert_ve" From 5570b98cccb8cad2c82176b51043b90d340b615e Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 12:39:14 -0700 Subject: [PATCH 005/106] two image ve model --- .../vision/dataset_readers/nlvr2.py | 20 ++++----- allennlp_models/vision/models/__init__.py | 1 + ...nt2.py => visual_entailment_two_images.py} | 42 ++++++++++++------- tests/vision/dataset_readers/nlvr2_test.py | 9 ++-- 4 files changed, 43 insertions(+), 29 deletions(-) rename allennlp_models/vision/models/{visual_entailment2.py => visual_entailment_two_images.py} (73%) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 3377c0c38..08d6825a8 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -42,11 +42,11 @@ class Nlvr2Reader(VisionReader): # TODO: update comment """ Reads the NLVR2 dataset from http://lil.nlp.cornell.edu/nlvr/. - In this task, the model is presented with two images and a sentence referring to those images. - The task for the model is to identify whether the sentence is true or false. + In this task, the model is presented with two images and a hypothesis referring to those images. + The task for the model is to identify whether the hypothesis is true or false. Accordingly, the instances produced by this reader contain two images, featurized into the fields "box_features" and "box_coordinates". In addition to that, it produces a `TextField` - called "sentence", and a `MetadataField` called "identifier". The latter contains the question + called "hypothesis", and a `MetadataField` called "identifier". The latter contains the question id from the question set. Parameters ---------- @@ -66,7 +66,7 @@ class Nlvr2Reader(VisionReader): recommended to set this. data_dir: `str` Path to directory containing text files for each dataset split. These files contain - the sentences and metadata for each task instance. If this is `None`, we will grab the + the hypotheses and metadata for each task instance. If this is `None`, we will grab the files from the official NLVR github repository. feature_cache_dir: `str`, optional Path to a directory that will contain a cache of featurized images. @@ -182,9 +182,9 @@ def _read(self, split_or_filename: str): for json_blob, image1, image2 in zip(blob_dicts, processed_images1, processed_images2): identifier = json_blob["identifier"] - sentence = json_blob["sentence"] + hypothesis = json_blob["sentence"] label = bool(json_blob["label"]) - instance = self.text_to_instance(identifier, sentence, image1, image2, label) + instance = self.text_to_instance(identifier, hypothesis, image1, image2, label) if instance is not None: yield instance @@ -192,18 +192,18 @@ def _read(self, split_or_filename: str): def text_to_instance( self, identifier: str, - sentence: str, + hypothesis: str, image1: Union[str, Tuple[Tensor, Tensor]], image2: Union[str, Tuple[Tensor, Tensor]], label: bool, # type: ignore use_cache: bool = True, ) -> Instance: - sentence_field = TextField(self._tokenizer.tokenize(sentence), None) + hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, use_cache) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) fields = { - "sentence": sentence_field, + "hypothesis": hypothesis_field, "box_features": ListField([box_features1, box_features2]), "box_coordinates": ListField([box_coordinates1, box_coordinates2]), "box_mask": ListField([box_mask1, box_mask2]), @@ -217,4 +217,4 @@ def text_to_instance( @overrides def apply_token_indexers(self, instance: Instance) -> None: - instance["sentence"].token_indexers = self._token_indexers # type: ignore + instance["hypothesis"].token_indexers = self._token_indexers # type: ignore diff --git a/allennlp_models/vision/models/__init__.py b/allennlp_models/vision/models/__init__.py index 8d96d285f..eb985b7a4 100644 --- a/allennlp_models/vision/models/__init__.py +++ b/allennlp_models/vision/models/__init__.py @@ -1,5 +1,6 @@ from allennlp_models.vision.models.vision_text_model import VisionTextModel from allennlp_models.vision.models.visual_entailment import VisualEntailmentModel +from allennlp_models.vision.models.visual_entailment_two_images import VisualEntailmentTwoImagesModel from allennlp_models.vision.models.vilbert_vqa import VqaVilbert from allennlp_models.vision.models.heads.vqa_head import VqaHead from allennlp_models.vision.models.heads.visual_entailment_head import VisualEntailmentHead diff --git a/allennlp_models/vision/models/visual_entailment2.py b/allennlp_models/vision/models/visual_entailment_two_images.py similarity index 73% rename from allennlp_models/vision/models/visual_entailment2.py rename to allennlp_models/vision/models/visual_entailment_two_images.py index 863da0e20..8a178367c 100644 --- a/allennlp_models/vision/models/visual_entailment2.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -1,5 +1,5 @@ import logging -from typing import Dict, Optional +from typing import Dict, Optional, List from overrides import overrides import numpy as np @@ -20,9 +20,9 @@ logger = logging.getLogger(__name__) -@Model.register("ve_vilbert") -@Model.register("ve_vilbert_from_huggingface", constructor="from_huggingface_model_name") -class VisualEntailmentModel(VisionTextModel): +@Model.register("ve2_vilbert") +@Model.register("ve2_vilbert_from_huggingface", constructor="from_huggingface_model_name") +class VisualEntailmentTwoImagesModel(VisionTextModel): """ Model for visual entailment task based on the paper [Visual Entailment: A Novel Task for Fine-Grained Image Understanding] @@ -35,7 +35,7 @@ class VisualEntailmentModel(VisionTextModel): image_embeddings : `ImageFeatureEmbeddings` encoder : `BiModalEncoder` pooled_output_dim : `int` - fusion_method : `str`, optional (default = `"sum"`) + fusion_method : `str`, optional (default = `"mul"`) dropout : `float`, optional (default = `0.1`) label_namespace : `str`, optional (default = `labels`) """ @@ -47,7 +47,7 @@ def __init__( image_embeddings: ImageFeatureEmbeddings, encoder: BiModalEncoder, pooled_output_dim: int, - fusion_method: str = "sum", + fusion_method: str = "mul", dropout: float = 0.1, label_namespace: str = "labels", *, @@ -67,15 +67,21 @@ def __init__( is_multilabel=False, ) + num_labels = vocab.get_vocab_size(label_namespace) + + self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) + self.activation = torch.nn.ReLU() # TODO: test different ones + self.layer2 = torch.nn.Linear(pooled_output_dim, num_labels) + self.accuracy = CategoricalAccuracy() self.fbeta = FBetaMeasure(beta=1.0, average="macro") @overrides def forward( self, # type: ignore - box_features: torch.Tensor, - box_coordinates: torch.Tensor, - box_mask: torch.Tensor, + box_features: List[torch.Tensor], + box_coordinates: List[torch.Tensor], + box_mask: List[torch.Tensor], hypothesis: TextFieldTensors, labels: Optional[torch.Tensor] = None, ) -> Dict[str, torch.Tensor]: @@ -87,16 +93,22 @@ def forward( # 3. Feed into an MLP (multi-layer perceptron) # 4. Softmax to get logits # 5. Done? - backbone_outputs1 = self.backbone(box_features, box_coordinates, box_mask, text) + # Size: (batch_size, pooled_output_dim) + pooled_outputs1 = self.backbone(box_features[0], box_coordinates[0], box_mask[0], text)["pooled_boxes_and_text"] + pooled_outputs2 = self.backbone(box_features[1], box_coordinates[1], box_mask[1], text)["pooled_boxes_and_text"] + + # TODO: concatenate these correctly + hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) + # Shape: (batch_size, num_labels) - logits = self.classifier(backbone_outputs["pooled_boxes_and_text"]) + logits = self.layer2(self.activation(hidden)) + + # # Shape: (batch_size, num_labels) + # logits = self.classifier(backbone_outputs["pooled_boxes_and_text"]) # Shape: (batch_size, num_labels) - if self.is_multilabel: - probs = torch.sigmoid(logits) - else: - probs = torch.softmax(logits, dim=-1) + probs = torch.softmax(logits, dim=-1) outputs = {"logits": logits, "probs": probs} outputs = self._compute_loss_and_metrics(batch_size, outputs, labels, label_weights) diff --git a/tests/vision/dataset_readers/nlvr2_test.py b/tests/vision/dataset_readers/nlvr2_test.py index e52ebd7bb..1cdc1ecfd 100644 --- a/tests/vision/dataset_readers/nlvr2_test.py +++ b/tests/vision/dataset_readers/nlvr2_test.py @@ -26,10 +26,11 @@ def test_read(self): assert len(instances) == 8 instance = instances[0] - assert len(instance.fields) == 6 - assert len(instance["sentence"]) == 18 - sentence_tokens = [t.text for t in instance["sentence"]] - assert sentence_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] + print(instance) + assert len(instance.fields) == 5 + assert len(instance["hypothesis"]) == 18 + hypothesis_tokens = [t.text for t in instance["hypothesis"]] + assert hypothesis_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] assert instance["label"].label == 1 assert instance["identifier"].metadata == "dev-850-0-0" From 73cc4dc561db4359b9088b52649fdd7fd41c1b10 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 13:05:51 -0700 Subject: [PATCH 006/106] adding training config --- .../vilbert_ve_pretrained_two_images.jsonnet | 76 +++++++++++++++++++ 1 file changed, 76 insertions(+) create mode 100644 training_config/vision/vilbert_ve_pretrained_two_images.jsonnet diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet new file mode 100644 index 000000000..63c19f57b --- /dev/null +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -0,0 +1,76 @@ +local model_name = "bert-large-uncased"; +local num_gpus = 1; +local effective_batch_size = 64; +local gpu_batch_size = effective_batch_size / num_gpus; +local num_epochs = 20; + +{ + "dataset_reader": { + "type": "nlvr2", + "image_dir": "/net/nfs2.allennlp/data/vision/nlvr2/images", + "feature_cache_dir": "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache", + "image_loader": "torch", + "image_featurizer": "resnet_backbone", + "region_detector": "faster_rcnn", + "tokenizer": { + "type": "pretrained_transformer", + "model_name": model_name + }, + "token_indexers": { + "tokens": { + "type": "pretrained_transformer", + "model_name": model_name + } + }, + "image_processing_batch_size": 16, + }, + "train_data_path": "train", + "validation_data_path": "dev", + "test_data_path": "test", + "model": { + "type": "ve2_vilbert_from_huggingface", + "model_name": model_name, + "image_feature_dim": 1024, + "image_hidden_size": 1024, + "image_num_attention_heads": 8, + "image_num_hidden_layers": 6, + "combined_hidden_size": 1024, + "combined_num_attention_heads": 8, + "pooled_output_dim": 1024, + "image_intermediate_size": 1024, + "image_attention_dropout": 0.1, + "image_hidden_dropout": 0.1, + "image_biattention_id": [0, 1, 2, 3, 4, 5], + "text_biattention_id": [6, 7, 8, 9, 10, 11], + "text_fixed_layer": 0, + "image_fixed_layer": 0, + "fusion_method": "mul" + }, + "data_loader": { + "batch_size": gpu_batch_size, + "shuffle": true, + // "max_instances_in_memory": 1024 + }, + [if num_gpus > 1 then "distributed"]: { + "cuda_devices": std.range(0, num_gpus - 1) + #"cuda_devices": std.repeat([-1], num_gpus) # Use this for debugging on CPU + }, + "trainer": { + "optimizer": { + "type": "huggingface_adamw", + "lr": 2e-5, + "weight_decay": 0.01 + }, + "learning_rate_scheduler": { + "type": "linear_with_warmup", + // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), + + # TODO: fix this, make it 10% of all steps + // "warmup_steps": std.ceil(self.num_steps_per_epoch / 2), + "warmup_steps": 5000 + }, + "validation_metric": "+accuracy", + "num_epochs": num_epochs, + "num_gradient_accumulation_steps": effective_batch_size / gpu_batch_size / std.max(1, num_gpus) + }, +} From b13692ef3806c0f779f9a9d64ae32f4a9e5439a1 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 14:44:20 -0700 Subject: [PATCH 007/106] making sure forward() has all the right arguments --- allennlp_models/vision/models/visual_entailment_two_images.py | 1 + 1 file changed, 1 insertion(+) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 8a178367c..3c89c0a2d 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -84,6 +84,7 @@ def forward( box_mask: List[torch.Tensor], hypothesis: TextFieldTensors, labels: Optional[torch.Tensor] = None, + identifier: List[Dict[str, Any]] = None, ) -> Dict[str, torch.Tensor]: # TODO: figure out how to handle both images - just feed them in twice? From 4b3d7696bc648b3a5f7b2be7023aff1b8092ca8f Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 14:45:07 -0700 Subject: [PATCH 008/106] any --- allennlp_models/vision/models/visual_entailment_two_images.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 3c89c0a2d..5ba118011 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -1,5 +1,5 @@ import logging -from typing import Dict, Optional, List +from typing import Dict, Optional, List, Any from overrides import overrides import numpy as np From d4dcebe167277d3f8a0603b211e106ed6956d2d9 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 14:49:33 -0700 Subject: [PATCH 009/106] debugging w/ max instances --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 1 + 1 file changed, 1 insertion(+) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 63c19f57b..0d09983e1 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -23,6 +23,7 @@ local num_epochs = 20; } }, "image_processing_batch_size": 16, + "max_instances": 1000 }, "train_data_path": "train", "validation_data_path": "dev", From 15bc8a7da482c84f78243c649e7915fa54629667 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 14:54:08 -0700 Subject: [PATCH 010/106] fix label --- .../vision/models/visual_entailment_two_images.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 5ba118011..9f928ce1a 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -83,7 +83,7 @@ def forward( box_coordinates: List[torch.Tensor], box_mask: List[torch.Tensor], hypothesis: TextFieldTensors, - labels: Optional[torch.Tensor] = None, + label: Optional[torch.Tensor] = None, identifier: List[Dict[str, Any]] = None, ) -> Dict[str, torch.Tensor]: @@ -112,7 +112,7 @@ def forward( probs = torch.softmax(logits, dim=-1) outputs = {"logits": logits, "probs": probs} - outputs = self._compute_loss_and_metrics(batch_size, outputs, labels, label_weights) + outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs @@ -122,9 +122,7 @@ def _compute_loss_and_metrics( batch_size: int, outputs: torch.Tensor, label: torch.Tensor, - label_weights: Optional[torch.Tensor] = None, ): - assert label_weights is None if label is not None: outputs["loss"] = ( torch.nn.functional.cross_entropy(outputs["logits"], label) / batch_size From dcc9b3558426c93032adf2aa3c2f293178c18a9f Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 14:57:01 -0700 Subject: [PATCH 011/106] hypo --- allennlp_models/vision/models/visual_entailment_two_images.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 9f928ce1a..55c3db562 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -96,8 +96,8 @@ def forward( # 5. Done? # Size: (batch_size, pooled_output_dim) - pooled_outputs1 = self.backbone(box_features[0], box_coordinates[0], box_mask[0], text)["pooled_boxes_and_text"] - pooled_outputs2 = self.backbone(box_features[1], box_coordinates[1], box_mask[1], text)["pooled_boxes_and_text"] + pooled_outputs1 = self.backbone(box_features[0], box_coordinates[0], box_mask[0], hypothesis)["pooled_boxes_and_text"] + pooled_outputs2 = self.backbone(box_features[1], box_coordinates[1], box_mask[1], hypothesis)["pooled_boxes_and_text"] # TODO: concatenate these correctly hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) From 99a6b970515bd4e6ff529d05e054a2a27dfb0554 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:01:02 -0700 Subject: [PATCH 012/106] debug --- allennlp_models/vision/models/visual_entailment_two_images.py | 2 ++ training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 55c3db562..c75c52047 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -96,6 +96,8 @@ def forward( # 5. Done? # Size: (batch_size, pooled_output_dim) + print(box_features[0].size()) + print(box_coordinates[0].size()) pooled_outputs1 = self.backbone(box_features[0], box_coordinates[0], box_mask[0], hypothesis)["pooled_boxes_and_text"] pooled_outputs2 = self.backbone(box_features[1], box_coordinates[1], box_mask[1], hypothesis)["pooled_boxes_and_text"] diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 0d09983e1..a9a2e59a2 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -23,7 +23,7 @@ local num_epochs = 20; } }, "image_processing_batch_size": 16, - "max_instances": 1000 + "max_instances": 100 }, "train_data_path": "train", "validation_data_path": "dev", From a4193cc8af7665f0d88e6037ca9b26b45c5c4641 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:38:34 -0700 Subject: [PATCH 013/106] reshaping tensors --- .../models/visual_entailment_two_images.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index c75c52047..ddb4a40be 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -79,9 +79,9 @@ def __init__( @overrides def forward( self, # type: ignore - box_features: List[torch.Tensor], - box_coordinates: List[torch.Tensor], - box_mask: List[torch.Tensor], + box_features: torch.Tensor, + box_coordinates: torch.Tensor, + box_mask: torch.Tensor, hypothesis: TextFieldTensors, label: Optional[torch.Tensor] = None, identifier: List[Dict[str, Any]] = None, @@ -96,8 +96,14 @@ def forward( # 5. Done? # Size: (batch_size, pooled_output_dim) - print(box_features[0].size()) - print(box_coordinates[0].size()) + batch_size, num_images, num_boxes, num_features = box_features.shape + _, _, _, num_coordinates = box_coordinates.shape + _, _, _, num_masks = box_mask.shape + + box_features = torch.reshape(box_features, (num_images, batch_size, num_boxes, num_features)) + box_coordinates = torch.reshape(box_coordinates, (num_images, batch_size, num_boxes, num_coordinates)) + box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes, num_masks)) + pooled_outputs1 = self.backbone(box_features[0], box_coordinates[0], box_mask[0], hypothesis)["pooled_boxes_and_text"] pooled_outputs2 = self.backbone(box_features[1], box_coordinates[1], box_mask[1], hypothesis)["pooled_boxes_and_text"] From 4c06f293eabcec4965a069502571af1abdd8c744 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:42:31 -0700 Subject: [PATCH 014/106] fixing test --- tests/vision/dataset_readers/nlvr2_test.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/tests/vision/dataset_readers/nlvr2_test.py b/tests/vision/dataset_readers/nlvr2_test.py index 1cdc1ecfd..7ebb02387 100644 --- a/tests/vision/dataset_readers/nlvr2_test.py +++ b/tests/vision/dataset_readers/nlvr2_test.py @@ -26,8 +26,7 @@ def test_read(self): assert len(instances) == 8 instance = instances[0] - print(instance) - assert len(instance.fields) == 5 + assert len(instance.fields) == 6 assert len(instance["hypothesis"]) == 18 hypothesis_tokens = [t.text for t in instance["hypothesis"]] assert hypothesis_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] @@ -43,3 +42,6 @@ def test_read(self): # (batch size, 2 images per instance, num boxes (fake), 4 coords) assert tensors["box_coordinates"].size() == (8, 2, 2, 4) + + # (batch size, 2 images per instance, num boxes (fake)) + assert tensors["box_mask"].size() == (8, 2, 2) From 9c5d2819744c371b673d6ce05ee44c652c2e1c60 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:42:52 -0700 Subject: [PATCH 015/106] fixing mask thing --- allennlp_models/vision/models/visual_entailment_two_images.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index ddb4a40be..3a8e65cb1 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -98,11 +98,10 @@ def forward( # Size: (batch_size, pooled_output_dim) batch_size, num_images, num_boxes, num_features = box_features.shape _, _, _, num_coordinates = box_coordinates.shape - _, _, _, num_masks = box_mask.shape box_features = torch.reshape(box_features, (num_images, batch_size, num_boxes, num_features)) box_coordinates = torch.reshape(box_coordinates, (num_images, batch_size, num_boxes, num_coordinates)) - box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes, num_masks)) + box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) pooled_outputs1 = self.backbone(box_features[0], box_coordinates[0], box_mask[0], hypothesis)["pooled_boxes_and_text"] pooled_outputs2 = self.backbone(box_features[1], box_coordinates[1], box_mask[1], hypothesis)["pooled_boxes_and_text"] From b332d940755ea2f6442e7a3ec52e7bce6f1520e8 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:48:04 -0700 Subject: [PATCH 016/106] debug --- allennlp_models/vision/models/__init__.py | 4 ++- .../models/visual_entailment_two_images.py | 26 ++++++++++++++----- 2 files changed, 22 insertions(+), 8 deletions(-) diff --git a/allennlp_models/vision/models/__init__.py b/allennlp_models/vision/models/__init__.py index eb985b7a4..c22e6170f 100644 --- a/allennlp_models/vision/models/__init__.py +++ b/allennlp_models/vision/models/__init__.py @@ -1,6 +1,8 @@ from allennlp_models.vision.models.vision_text_model import VisionTextModel from allennlp_models.vision.models.visual_entailment import VisualEntailmentModel -from allennlp_models.vision.models.visual_entailment_two_images import VisualEntailmentTwoImagesModel +from allennlp_models.vision.models.visual_entailment_two_images import ( + VisualEntailmentTwoImagesModel, +) from allennlp_models.vision.models.vilbert_vqa import VqaVilbert from allennlp_models.vision.models.heads.vqa_head import VqaHead from allennlp_models.vision.models.heads.visual_entailment_head import VisualEntailmentHead diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 3a8e65cb1..745a7ecf4 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -70,7 +70,7 @@ def __init__( num_labels = vocab.get_vocab_size(label_namespace) self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) - self.activation = torch.nn.ReLU() # TODO: test different ones + self.activation = torch.nn.ReLU() # TODO: test different ones self.layer2 = torch.nn.Linear(pooled_output_dim, num_labels) self.accuracy = CategoricalAccuracy() @@ -99,16 +99,28 @@ def forward( batch_size, num_images, num_boxes, num_features = box_features.shape _, _, _, num_coordinates = box_coordinates.shape - box_features = torch.reshape(box_features, (num_images, batch_size, num_boxes, num_features)) - box_coordinates = torch.reshape(box_coordinates, (num_images, batch_size, num_boxes, num_coordinates)) - box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) + reshaped_box_features = torch.reshape( + box_features, (num_images, batch_size, num_boxes, num_features) + ) + reshaped_box_coordinates = torch.reshape( + box_coordinates, (num_images, batch_size, num_boxes, num_coordinates) + ) + reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) - pooled_outputs1 = self.backbone(box_features[0], box_coordinates[0], box_mask[0], hypothesis)["pooled_boxes_and_text"] - pooled_outputs2 = self.backbone(box_features[1], box_coordinates[1], box_mask[1], hypothesis)["pooled_boxes_and_text"] + print(reshaped_box_features.shape) + print(reshaped_box_coordinates.shape) + print(reshaped_box_mask.shape) + + pooled_outputs1 = self.backbone( + reshaped_box_features[0], reshaped_box_coordinates[0], reshaped_box_mask[0], hypothesis + )["pooled_boxes_and_text"] + pooled_outputs2 = self.backbone( + reshaped_box_features[1], reshaped_box_coordinates[1], reshaped_box_mask[1], hypothesis + )["pooled_boxes_and_text"] # TODO: concatenate these correctly hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) - + # Shape: (batch_size, num_labels) logits = self.layer2(self.activation(hidden)) From 379822bee3dc33585cea5648656a6d79518d3907 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:53:52 -0700 Subject: [PATCH 017/106] debug --- .../vision/models/visual_entailment_two_images.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 745a7ecf4..43758880e 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -69,6 +69,7 @@ def __init__( num_labels = vocab.get_vocab_size(label_namespace) + self.pooled_output_dim = pooled_output_dim self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) self.activation = torch.nn.ReLU() # TODO: test different ones self.layer2 = torch.nn.Linear(pooled_output_dim, num_labels) @@ -107,9 +108,11 @@ def forward( ) reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) - print(reshaped_box_features.shape) - print(reshaped_box_coordinates.shape) - print(reshaped_box_mask.shape) + print(self.pooled_output_dim) + print(reshaped_box_features[0].shape) + print(reshaped_box_coordinates[0].shape) + print(reshaped_box_mask[0].shape) + print(hypothesis.shape) pooled_outputs1 = self.backbone( reshaped_box_features[0], reshaped_box_coordinates[0], reshaped_box_mask[0], hypothesis From 6f5dcce5b34d881069f7381e0f96024d52b120b1 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:55:16 -0700 Subject: [PATCH 018/106] debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 1 + 1 file changed, 1 insertion(+) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 08d6825a8..90dec5b61 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -201,6 +201,7 @@ def text_to_instance( hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, use_cache) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) + print(box_features1.shape) fields = { "hypothesis": hypothesis_field, From cd831479af92dab2a53902a42e2e2c54a3bcf934 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:55:35 -0700 Subject: [PATCH 019/106] debug --- allennlp_models/vision/models/visual_entailment_two_images.py | 1 - 1 file changed, 1 deletion(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 43758880e..609711563 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -112,7 +112,6 @@ def forward( print(reshaped_box_features[0].shape) print(reshaped_box_coordinates[0].shape) print(reshaped_box_mask[0].shape) - print(hypothesis.shape) pooled_outputs1 = self.backbone( reshaped_box_features[0], reshaped_box_coordinates[0], reshaped_box_mask[0], hypothesis From 42e066825e51eeacce55b32c6ed1a1f21a026317 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:56:24 -0700 Subject: [PATCH 020/106] deb --- allennlp_models/vision/dataset_readers/nlvr2.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 90dec5b61..a114898cc 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -26,6 +26,7 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: else: features, coords = image + print(features.shape) return ( ArrayField(features), ArrayField(coords), @@ -201,7 +202,6 @@ def text_to_instance( hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, use_cache) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) - print(box_features1.shape) fields = { "hypothesis": hypothesis_field, From 9ce28a4659defd6322246209a0157ab1276aab33 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 15:59:29 -0700 Subject: [PATCH 021/106] debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index a114898cc..7e362f363 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -27,6 +27,7 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: features, coords = image print(features.shape) + return ( ArrayField(features), ArrayField(coords), @@ -200,7 +201,7 @@ def text_to_instance( use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) - box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, use_cache) + box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) fields = { From 167cb478b893ce2f6386fc0a449d27e9d8d9d994 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:04:50 -0700 Subject: [PATCH 022/106] debug --- allennlp_models/vision/models/visual_entailment_two_images.py | 1 + 1 file changed, 1 insertion(+) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 609711563..ae12ade0c 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -109,6 +109,7 @@ def forward( reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) print(self.pooled_output_dim) + print(self.activation) print(reshaped_box_features[0].shape) print(reshaped_box_coordinates[0].shape) print(reshaped_box_mask[0].shape) From 8d8959ae027cff2ceeb8c25e258025e04303c4d1 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:06:31 -0700 Subject: [PATCH 023/106] debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 4 +++- allennlp_models/vision/models/visual_entailment_two_images.py | 1 - 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 7e362f363..e518ebd7d 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -201,8 +201,10 @@ def text_to_instance( use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) + print(image1) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) - box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) + print(image2) + box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) fields = { "hypothesis": hypothesis_field, diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index ae12ade0c..609711563 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -109,7 +109,6 @@ def forward( reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) print(self.pooled_output_dim) - print(self.activation) print(reshaped_box_features[0].shape) print(reshaped_box_coordinates[0].shape) print(reshaped_box_mask[0].shape) From a8740fb74be2aa906fbdfd766d3c84f4b061ff50 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:11:32 -0700 Subject: [PATCH 024/106] debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index e518ebd7d..bf644a4c6 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -1,3 +1,4 @@ +import logging from os import PathLike from typing import Any, Dict, Tuple, Union, Optional @@ -19,6 +20,8 @@ from allennlp_models.vision.dataset_readers.vision_reader import VisionReader +logger = logging.getLogger(__name__) + def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: bool): if isinstance(image, str): @@ -27,6 +30,8 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: features, coords = image print(features.shape) + logger.log("features shape:") + logger.log(features.shape) return ( ArrayField(features), @@ -202,8 +207,12 @@ def text_to_instance( ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) print(image1) + logger.log("image1:") + logger.log(image1) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) print(image2) + logger.log("image2:") + logger.log(image2) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) fields = { From 958080efd3c932d987b921836953c4b82233dd4c Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:12:55 -0700 Subject: [PATCH 025/106] debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index bf644a4c6..1bebdce0e 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -30,8 +30,8 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: features, coords = image print(features.shape) - logger.log("features shape:") - logger.log(features.shape) + logger.info("features shape:") + logger.info(features.shape) return ( ArrayField(features), @@ -207,12 +207,12 @@ def text_to_instance( ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) print(image1) - logger.log("image1:") - logger.log(image1) + logger.info("image1:") + logger.info(image1) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) print(image2) - logger.log("image2:") - logger.log(image2) + logger.info("image2:") + logger.info(image2) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) fields = { From 8a1c61532899de79585b10084f8c6a5b70814665 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:15:40 -0700 Subject: [PATCH 026/106] d --- allennlp_models/vision/dataset_readers/nlvr2.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 1bebdce0e..03d696a78 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -208,11 +208,11 @@ def text_to_instance( hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) print(image1) logger.info("image1:") - logger.info(image1) + logger.info(image1.shape) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) print(image2) logger.info("image2:") - logger.info(image2) + logger.info(image2.shape) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) fields = { From 2994c0e5d562a17aa74e5c084970e2b76f54304d Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:17:17 -0700 Subject: [PATCH 027/106] debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 03d696a78..796ee5902 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -208,11 +208,11 @@ def text_to_instance( hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) print(image1) logger.info("image1:") - logger.info(image1.shape) + logger.info(image1[0].shape) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) print(image2) logger.info("image2:") - logger.info(image2.shape) + logger.info(image2[0].shape) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) fields = { From c93258c81e7b6afd32b443c7f7025fdffdf492f9 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:21:28 -0700 Subject: [PATCH 028/106] making test cache --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index a9a2e59a2..9cd4780ad 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -8,7 +8,7 @@ local num_epochs = 20; "dataset_reader": { "type": "nlvr2", "image_dir": "/net/nfs2.allennlp/data/vision/nlvr2/images", - "feature_cache_dir": "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache", + "feature_cache_dir": "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache_test", "image_loader": "torch", "image_featurizer": "resnet_backbone", "region_detector": "faster_rcnn", From fabe40bc07e66e02095a421ef74e5043cd50d267 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:27:34 -0700 Subject: [PATCH 029/106] fix + debug --- .../vision/dataset_readers/nlvr2.py | 18 +++++++++--------- .../models/visual_entailment_two_images.py | 2 ++ .../vilbert_ve_pretrained_two_images.jsonnet | 2 +- 3 files changed, 12 insertions(+), 10 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 796ee5902..97e08ebf3 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -29,9 +29,9 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: else: features, coords = image - print(features.shape) - logger.info("features shape:") - logger.info(features.shape) + # print(features.shape) + # logger.info("features shape:") + # logger.info(features.shape) return ( ArrayField(features), @@ -206,13 +206,13 @@ def text_to_instance( use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) - print(image1) - logger.info("image1:") - logger.info(image1[0].shape) + # print(image1) + # logger.info("image1:") + # logger.info(image1[0].shape) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) - print(image2) - logger.info("image2:") - logger.info(image2[0].shape) + # print(image2) + # logger.info("image2:") + # logger.info(image2[0].shape) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) fields = { diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 609711563..97a4fa19f 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -133,6 +133,8 @@ def forward( probs = torch.softmax(logits, dim=-1) outputs = {"logits": logits, "probs": probs} + print(label) + logger.info(label) outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 9cd4780ad..a9a2e59a2 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -8,7 +8,7 @@ local num_epochs = 20; "dataset_reader": { "type": "nlvr2", "image_dir": "/net/nfs2.allennlp/data/vision/nlvr2/images", - "feature_cache_dir": "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache_test", + "feature_cache_dir": "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache", "image_loader": "torch", "image_featurizer": "resnet_backbone", "region_detector": "faster_rcnn", From 0a13a74ddcbae539af6dcf42e836cb23b6ee1638 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:30:49 -0700 Subject: [PATCH 030/106] debug --- .../vision/models/visual_entailment_two_images.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 97a4fa19f..19cd4bba2 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -67,12 +67,12 @@ def __init__( is_multilabel=False, ) - num_labels = vocab.get_vocab_size(label_namespace) + self.num_labels = vocab.get_vocab_size(label_namespace) self.pooled_output_dim = pooled_output_dim self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) self.activation = torch.nn.ReLU() # TODO: test different ones - self.layer2 = torch.nn.Linear(pooled_output_dim, num_labels) + self.layer2 = torch.nn.Linear(pooled_output_dim, self.num_labels) self.accuracy = CategoricalAccuracy() self.fbeta = FBetaMeasure(beta=1.0, average="macro") @@ -133,8 +133,12 @@ def forward( probs = torch.softmax(logits, dim=-1) outputs = {"logits": logits, "probs": probs} - print(label) - logger.info(label) + print("label stuff") + logger.info("label stuff") + print(self.num_labels) + logger.info(self.num_labels) + print(label.shape) + logger.info(label.shape) outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs From b31fcc1bef7da2239d14da087df5ce4678ecfa41 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:33:03 -0700 Subject: [PATCH 031/106] bigger max ins --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index a9a2e59a2..5ece6aded 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -23,7 +23,7 @@ local num_epochs = 20; } }, "image_processing_batch_size": 16, - "max_instances": 100 + "max_instances": 500 }, "train_data_path": "train", "validation_data_path": "dev", From 2d684d03351b606b43afae84c00f87c96022ff12 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:48:25 -0700 Subject: [PATCH 032/106] fixing bug + smaller instances --- allennlp_models/vision/dataset_readers/nlvr2.py | 2 +- tests/vision/dataset_readers/nlvr2_test.py | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 97e08ebf3..feb624dd4 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -190,7 +190,7 @@ def _read(self, split_or_filename: str): for json_blob, image1, image2 in zip(blob_dicts, processed_images1, processed_images2): identifier = json_blob["identifier"] hypothesis = json_blob["sentence"] - label = bool(json_blob["label"]) + label = json_blob["label"] == 'True' instance = self.text_to_instance(identifier, hypothesis, image1, image2, label) if instance is not None: yield instance diff --git a/tests/vision/dataset_readers/nlvr2_test.py b/tests/vision/dataset_readers/nlvr2_test.py index 7ebb02387..fdbf57822 100644 --- a/tests/vision/dataset_readers/nlvr2_test.py +++ b/tests/vision/dataset_readers/nlvr2_test.py @@ -30,7 +30,8 @@ def test_read(self): assert len(instance["hypothesis"]) == 18 hypothesis_tokens = [t.text for t in instance["hypothesis"]] assert hypothesis_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] - assert instance["label"].label == 1 + assert instance["label"].label == 0 + assert instances[1]["label"].label == 1 assert instance["identifier"].metadata == "dev-850-0-0" batch = Batch(instances) From 30d1b725c3d3269bd05036f05f85695604c38b78 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 16:48:36 -0700 Subject: [PATCH 033/106] smaller instances --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 5ece6aded..a9a2e59a2 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -23,7 +23,7 @@ local num_epochs = 20; } }, "image_processing_batch_size": 16, - "max_instances": 500 + "max_instances": 100 }, "train_data_path": "train", "validation_data_path": "dev", From 035201165ffaed13541a8753a55810cc30cefbdd Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:42:01 -0700 Subject: [PATCH 034/106] debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index feb624dd4..b46cbcf7d 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -225,7 +225,7 @@ def text_to_instance( if label is not None: fields["label"] = LabelField(int(label), skip_indexing=True) - + logger.info(int(label)) return Instance(fields) @overrides From 7f95c8729ad42e05f547588961ea083da6c80b3f Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:47:46 -0700 Subject: [PATCH 035/106] debug --- allennlp_models/vision/models/visual_entailment_two_images.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 19cd4bba2..743eb62ba 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -139,6 +139,9 @@ def forward( logger.info(self.num_labels) print(label.shape) logger.info(label.shape) + print(batch_size) + print(outputs) + print(label) outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs From e690c1136f0459d6f19a7e5e1314a5cae3f7b32f Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:50:04 -0700 Subject: [PATCH 036/106] debug --- allennlp_models/vision/models/visual_entailment_two_images.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 743eb62ba..df6e73b26 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -67,12 +67,10 @@ def __init__( is_multilabel=False, ) - self.num_labels = vocab.get_vocab_size(label_namespace) - self.pooled_output_dim = pooled_output_dim self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) self.activation = torch.nn.ReLU() # TODO: test different ones - self.layer2 = torch.nn.Linear(pooled_output_dim, self.num_labels) + self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? self.accuracy = CategoricalAccuracy() self.fbeta = FBetaMeasure(beta=1.0, average="macro") From 2d2e505d0e0317871c1dd5ea5c12141102eab4f7 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:51:18 -0700 Subject: [PATCH 037/106] fix --- .../models/visual_entailment_two_images.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index df6e73b26..d384e958a 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -131,15 +131,15 @@ def forward( probs = torch.softmax(logits, dim=-1) outputs = {"logits": logits, "probs": probs} - print("label stuff") - logger.info("label stuff") - print(self.num_labels) - logger.info(self.num_labels) - print(label.shape) - logger.info(label.shape) - print(batch_size) - print(outputs) - print(label) + # print("label stuff") + # logger.info("label stuff") + # print(self.num_labels) + # logger.info(self.num_labels) + # print(label.shape) + # logger.info(label.shape) + # print(batch_size) + # print(outputs) + # print(label) outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs From 47b388e937a74f87deb12088034900c39580edca Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:52:51 -0700 Subject: [PATCH 038/106] cleanup before test --- .../vision/models/visual_entailment_two_images.py | 14 -------------- 1 file changed, 14 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index d384e958a..da1c31e87 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -106,11 +106,6 @@ def forward( ) reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) - print(self.pooled_output_dim) - print(reshaped_box_features[0].shape) - print(reshaped_box_coordinates[0].shape) - print(reshaped_box_mask[0].shape) - pooled_outputs1 = self.backbone( reshaped_box_features[0], reshaped_box_coordinates[0], reshaped_box_mask[0], hypothesis )["pooled_boxes_and_text"] @@ -131,15 +126,6 @@ def forward( probs = torch.softmax(logits, dim=-1) outputs = {"logits": logits, "probs": probs} - # print("label stuff") - # logger.info("label stuff") - # print(self.num_labels) - # logger.info(self.num_labels) - # print(label.shape) - # logger.info(label.shape) - # print(batch_size) - # print(outputs) - # print(label) outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs From 93767315c86c3071d75c6bd7eaf6036471339085 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:57:08 -0700 Subject: [PATCH 039/106] ready to test for real --- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index a9a2e59a2..3a755f728 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -3,6 +3,7 @@ local num_gpus = 1; local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; local num_epochs = 20; +local patience = 5; { "dataset_reader": { @@ -23,7 +24,7 @@ local num_epochs = 20; } }, "image_processing_batch_size": 16, - "max_instances": 100 + // "max_instances": 1000 }, "train_data_path": "train", "validation_data_path": "dev", @@ -72,6 +73,7 @@ local num_epochs = 20; }, "validation_metric": "+accuracy", "num_epochs": num_epochs, + "patience": patience, "num_gradient_accumulation_steps": effective_batch_size / gpu_batch_size / std.max(1, num_gpus) }, } From 07f46d3c7445cc047512e8d82505daf1b44219c6 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:57:57 -0700 Subject: [PATCH 040/106] also evaluate on test --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 1 + 1 file changed, 1 insertion(+) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 3a755f728..ac198b693 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -29,6 +29,7 @@ local patience = 5; "train_data_path": "train", "validation_data_path": "dev", "test_data_path": "test", + "evaluate_on_test": true, "model": { "type": "ve2_vilbert_from_huggingface", "model_name": model_name, From eb8d9d0500a058ec8926ebc33163749da009f467 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:58:28 -0700 Subject: [PATCH 041/106] 4 gpus --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index ac198b693..006e08ece 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -1,5 +1,5 @@ local model_name = "bert-large-uncased"; -local num_gpus = 1; +local num_gpus = 4; local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; local num_epochs = 20; From f09d2e5983531e684bf16323a9800d07c0004a57 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 18:59:36 -0700 Subject: [PATCH 042/106] get rid of unnecessary log statement --- allennlp_models/vision/dataset_readers/nlvr2.py | 12 +----------- 1 file changed, 1 insertion(+), 11 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index b46cbcf7d..af202a117 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -29,10 +29,6 @@ def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: else: features, coords = image - # print(features.shape) - # logger.info("features shape:") - # logger.info(features.shape) - return ( ArrayField(features), ArrayField(coords), @@ -206,13 +202,7 @@ def text_to_instance( use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) - # print(image1) - # logger.info("image1:") - # logger.info(image1[0].shape) box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) - # print(image2) - # logger.info("image2:") - # logger.info(image2[0].shape) box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) fields = { @@ -225,7 +215,7 @@ def text_to_instance( if label is not None: fields["label"] = LabelField(int(label), skip_indexing=True) - logger.info(int(label)) + return Instance(fields) @overrides From 12dc7f27eb7824b0b50e05883652df43e8adbe4e Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 22:22:15 -0700 Subject: [PATCH 043/106] changing to 1 gpu --- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 006e08ece..d62a3ff22 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -1,5 +1,5 @@ local model_name = "bert-large-uncased"; -local num_gpus = 4; +local num_gpus = 1; local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; local num_epochs = 20; @@ -69,7 +69,7 @@ local patience = 5; // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), # TODO: fix this, make it 10% of all steps - // "warmup_steps": std.ceil(self.num_steps_per_epoch / 2), + // "warmup_steps": std.ceil(86036 * num_epochs), "warmup_steps": 5000 }, "validation_metric": "+accuracy", From 7dece82ef54b92ba498c3e9eca9c91a313ba1f91 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 11 May 2021 22:25:06 -0700 Subject: [PATCH 044/106] changing back to 1 gpu for now + changing warmup --- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index d62a3ff22..b566cd2de 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -4,6 +4,8 @@ local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; local num_epochs = 20; local patience = 5; +local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); +local num_instances = 86036; { "dataset_reader": { @@ -66,15 +68,14 @@ local patience = 5; }, "learning_rate_scheduler": { "type": "linear_with_warmup", - // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), - # TODO: fix this, make it 10% of all steps // "warmup_steps": std.ceil(86036 * num_epochs), - "warmup_steps": 5000 + // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), + "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) }, + "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", "num_epochs": num_epochs, - "patience": patience, - "num_gradient_accumulation_steps": effective_batch_size / gpu_batch_size / std.max(1, num_gpus) + "patience": patience }, } From c3e0827cb6b5e44d34bcd4c8ec0a8f40f65275d0 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 09:11:50 -0700 Subject: [PATCH 045/106] no patience --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index b566cd2de..a0bb29434 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -76,6 +76,6 @@ local num_instances = 86036; "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", "num_epochs": num_epochs, - "patience": patience + // "patience": patience }, } From 9fda0def630ddaa9499d2ddb74b37ca1dc212604 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 14:13:15 -0700 Subject: [PATCH 046/106] debug --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index a0bb29434..62ef3b0b3 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -26,7 +26,7 @@ local num_instances = 86036; } }, "image_processing_batch_size": 16, - // "max_instances": 1000 + "max_instances": 1000 }, "train_data_path": "train", "validation_data_path": "dev", From d85f7a86db0516b4d4fe932aa1497aa844bbfc19 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 14:29:19 -0700 Subject: [PATCH 047/106] debug --- allennlp_models/vision/models/visual_entailment_two_images.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index da1c31e87..3401f5177 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -126,6 +126,9 @@ def forward( probs = torch.softmax(logits, dim=-1) outputs = {"logits": logits, "probs": probs} + logger.info("data:") + logger.info(logits) + logger.info(probs) outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs From d3f00b527d98079def1405d18ea8c362e10933da Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 14:40:37 -0700 Subject: [PATCH 048/106] testing with just one layer --- .../vision/models/visual_entailment_two_images.py | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 3401f5177..8692ef5b4 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -68,9 +68,10 @@ def __init__( ) self.pooled_output_dim = pooled_output_dim - self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) - self.activation = torch.nn.ReLU() # TODO: test different ones - self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? + self.testLayer = self.layer1 = torch.nn.Linear(pooled_output_dim * 2, 2) + # self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) + # self.activation = torch.nn.ReLU() # TODO: test different ones + # self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? self.accuracy = CategoricalAccuracy() self.fbeta = FBetaMeasure(beta=1.0, average="macro") @@ -114,13 +115,11 @@ def forward( )["pooled_boxes_and_text"] # TODO: concatenate these correctly - hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) - - # Shape: (batch_size, num_labels) - logits = self.layer2(self.activation(hidden)) + # hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) # # Shape: (batch_size, num_labels) - # logits = self.classifier(backbone_outputs["pooled_boxes_and_text"]) + # logits = self.layer2(self.activation(hidden)) + logits = self.testLayer(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) # Shape: (batch_size, num_labels) probs = torch.softmax(logits, dim=-1) From 85d7c16e63931eb4a86724161685787a917607df Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 14:44:59 -0700 Subject: [PATCH 049/106] debug --- .../vision/models/visual_entailment_two_images.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 8692ef5b4..ba1f7b305 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -124,10 +124,9 @@ def forward( # Shape: (batch_size, num_labels) probs = torch.softmax(logits, dim=-1) + logger.info("labels:") + logger.info(label) outputs = {"logits": logits, "probs": probs} - logger.info("data:") - logger.info(logits) - logger.info(probs) outputs = self._compute_loss_and_metrics(batch_size, outputs, label) return outputs From ba18799db07147af87e07ff08471c04b688297c7 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 14:45:42 -0700 Subject: [PATCH 050/106] even smaller dataset --- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 62ef3b0b3..f7e357910 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -26,7 +26,8 @@ local num_instances = 86036; } }, "image_processing_batch_size": 16, - "max_instances": 1000 + // "max_instances": 1000 + "max_instances": 5 * gpu_batch_size }, "train_data_path": "train", "validation_data_path": "dev", From 97ea1a1fd1c9f9757202a6385ec2b73d76bad7b1 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 14:47:28 -0700 Subject: [PATCH 051/106] debug --- allennlp_models/vision/models/visual_entailment_two_images.py | 2 -- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 4 ++-- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index ba1f7b305..75f01a250 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -124,8 +124,6 @@ def forward( # Shape: (batch_size, num_labels) probs = torch.softmax(logits, dim=-1) - logger.info("labels:") - logger.info(label) outputs = {"logits": logits, "probs": probs} outputs = self._compute_loss_and_metrics(batch_size, outputs, label) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index f7e357910..bcb437685 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -30,8 +30,8 @@ local num_instances = 86036; "max_instances": 5 * gpu_batch_size }, "train_data_path": "train", - "validation_data_path": "dev", - "test_data_path": "test", + // "validation_data_path": "dev", + // "test_data_path": "test", "evaluate_on_test": true, "model": { "type": "ve2_vilbert_from_huggingface", From 92227009c908543958a44f7bbe85416329bffa32 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 14:56:14 -0700 Subject: [PATCH 052/106] debug --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index bcb437685..06f59af96 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -2,7 +2,7 @@ local model_name = "bert-large-uncased"; local num_gpus = 1; local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; -local num_epochs = 20; +local num_epochs = 50; local patience = 5; local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); local num_instances = 86036; From a44c550e574b585f30db43ac0c082a9475861337 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 15:15:38 -0700 Subject: [PATCH 053/106] debug warmup steps --- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 06f59af96..59b620d2a 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -72,7 +72,8 @@ local num_instances = 86036; # TODO: fix this, make it 10% of all steps // "warmup_steps": std.ceil(86036 * num_epochs), // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), - "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) + // "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) + "warmup_steps": 5000 }, "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", From a4fecc41d1c4e40f67b934e641205e4dc74cf285 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 15:54:41 -0700 Subject: [PATCH 054/106] keeping images separate --- .../vision/dataset_readers/nlvr2.py | 19 ++++--- .../models/visual_entailment_two_images.py | 50 +++++++++++-------- tests/vision/dataset_readers/nlvr2_test.py | 18 +++++-- 3 files changed, 57 insertions(+), 30 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index af202a117..ea8d92c62 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -186,7 +186,7 @@ def _read(self, split_or_filename: str): for json_blob, image1, image2 in zip(blob_dicts, processed_images1, processed_images2): identifier = json_blob["identifier"] hypothesis = json_blob["sentence"] - label = json_blob["label"] == 'True' + label = json_blob["label"] == "True" instance = self.text_to_instance(identifier, hypothesis, image1, image2, label) if instance is not None: yield instance @@ -202,14 +202,21 @@ def text_to_instance( use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) - box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, False) # use_cache) - box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, False) # use_cache) + box_features1, box_coordinates1, box_mask1 = extract_image_features( + image1, False + ) # use_cache) + box_features2, box_coordinates2, box_mask2 = extract_image_features( + image2, False + ) # use_cache) fields = { "hypothesis": hypothesis_field, - "box_features": ListField([box_features1, box_features2]), - "box_coordinates": ListField([box_coordinates1, box_coordinates2]), - "box_mask": ListField([box_mask1, box_mask2]), + "box_features1": box_features1, + "box_coordinates1": box_coordinates1, + "box_mask1": box_mask1, + "box_features2": box_features2, + "box_coordinates2": box_coordinates2, + "box_mask2": box_mask2, "identifier": MetadataField(identifier), } diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 75f01a250..9c674a758 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -79,9 +79,12 @@ def __init__( @overrides def forward( self, # type: ignore - box_features: torch.Tensor, - box_coordinates: torch.Tensor, - box_mask: torch.Tensor, + box_features1: torch.Tensor, + box_coordinates1: torch.Tensor, + box_mask1: torch.Tensor, + box_features2: torch.Tensor, + box_coordinates2: torch.Tensor, + box_mask2: torch.Tensor, hypothesis: TextFieldTensors, label: Optional[torch.Tensor] = None, identifier: List[Dict[str, Any]] = None, @@ -96,23 +99,30 @@ def forward( # 5. Done? # Size: (batch_size, pooled_output_dim) - batch_size, num_images, num_boxes, num_features = box_features.shape - _, _, _, num_coordinates = box_coordinates.shape - - reshaped_box_features = torch.reshape( - box_features, (num_images, batch_size, num_boxes, num_features) - ) - reshaped_box_coordinates = torch.reshape( - box_coordinates, (num_images, batch_size, num_boxes, num_coordinates) - ) - reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) - - pooled_outputs1 = self.backbone( - reshaped_box_features[0], reshaped_box_coordinates[0], reshaped_box_mask[0], hypothesis - )["pooled_boxes_and_text"] - pooled_outputs2 = self.backbone( - reshaped_box_features[1], reshaped_box_coordinates[1], reshaped_box_mask[1], hypothesis - )["pooled_boxes_and_text"] + # batch_size, num_images, num_boxes, num_features = box_features.shape + # _, _, _, num_coordinates = box_coordinates.shape + + # reshaped_box_features = torch.reshape( + # box_features, (num_images, batch_size, num_boxes, num_features) + # ) + # reshaped_box_coordinates = torch.reshape( + # box_coordinates, (num_images, batch_size, num_boxes, num_coordinates) + # ) + # reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) + + # pooled_outputs1 = self.backbone( + # reshaped_box_features[0], reshaped_box_coordinates[0], reshaped_box_mask[0], hypothesis + # )["pooled_boxes_and_text"] + # pooled_outputs2 = self.backbone( + # reshaped_box_features[1], reshaped_box_coordinates[1], reshaped_box_mask[1], hypothesis + # )["pooled_boxes_and_text"] + + pooled_outputs1 = self.backbone(box_features1, box_coordinates1, box_mask1, hypothesis)[ + "pooled_boxes_and_text" + ] + pooled_outputs2 = self.backbone(box_features2, box_coordinates2, box_mask2, hypothesis)[ + "pooled_boxes_and_text" + ] # TODO: concatenate these correctly # hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) diff --git a/tests/vision/dataset_readers/nlvr2_test.py b/tests/vision/dataset_readers/nlvr2_test.py index fdbf57822..3776061cd 100644 --- a/tests/vision/dataset_readers/nlvr2_test.py +++ b/tests/vision/dataset_readers/nlvr2_test.py @@ -26,7 +26,8 @@ def test_read(self): assert len(instances) == 8 instance = instances[0] - assert len(instance.fields) == 6 + # assert len(instance.fields) == 6 + assert len(instance.fields) == 9 assert len(instance["hypothesis"]) == 18 hypothesis_tokens = [t.text for t in instance["hypothesis"]] assert hypothesis_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] @@ -38,11 +39,20 @@ def test_read(self): batch.index_instances(Vocabulary()) tensors = batch.as_tensor_dict() + # # (batch size, 2 images per instance, num boxes (fake), num features (fake)) + # assert tensors["box_features"].size() == (8, 2, 2, 10) + + # # (batch size, 2 images per instance, num boxes (fake), 4 coords) + # assert tensors["box_coordinates"].size() == (8, 2, 2, 4) + + # # (batch size, 2 images per instance, num boxes (fake)) + # assert tensors["box_mask"].size() == (8, 2, 2) + # (batch size, 2 images per instance, num boxes (fake), num features (fake)) - assert tensors["box_features"].size() == (8, 2, 2, 10) + assert tensors["box_features1"].size() == (8, 2, 10) # (batch size, 2 images per instance, num boxes (fake), 4 coords) - assert tensors["box_coordinates"].size() == (8, 2, 2, 4) + assert tensors["box_coordinates1"].size() == (8, 2, 4) # (batch size, 2 images per instance, num boxes (fake)) - assert tensors["box_mask"].size() == (8, 2, 2) + assert tensors["box_mask1"].size() == (8, 2) From 96b6939ebe02d65511cf37f0d1bb4d7b7f8e5547 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 15:55:49 -0700 Subject: [PATCH 055/106] bug --- allennlp_models/vision/models/visual_entailment_two_images.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 9c674a758..17cf721db 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -99,7 +99,7 @@ def forward( # 5. Done? # Size: (batch_size, pooled_output_dim) - # batch_size, num_images, num_boxes, num_features = box_features.shape + batch_size, _, _ = box_features1.shape # _, _, _, num_coordinates = box_coordinates.shape # reshaped_box_features = torch.reshape( From f75a353dce49a91057d086eb64f64eacab5e4833 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 16:12:15 -0700 Subject: [PATCH 056/106] getting rid of dropout to test --- .../vision/models/visual_entailment_two_images.py | 3 ++- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 6 ++++-- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 17cf721db..0c69e3c60 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -48,7 +48,8 @@ def __init__( encoder: BiModalEncoder, pooled_output_dim: int, fusion_method: str = "mul", - dropout: float = 0.1, + # dropout: float = 0.1, + dropout: float = 0.0, label_namespace: str = "labels", *, ignore_text: bool = False, diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 59b620d2a..653f8ea8e 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -44,8 +44,10 @@ local num_instances = 86036; "combined_num_attention_heads": 8, "pooled_output_dim": 1024, "image_intermediate_size": 1024, - "image_attention_dropout": 0.1, - "image_hidden_dropout": 0.1, + // "image_attention_dropout": 0.1, + // "image_hidden_dropout": 0.1, + "image_attention_dropout": 0.0, + "image_hidden_dropout": 0.0, "image_biattention_id": [0, 1, 2, 3, 4, 5], "text_biattention_id": [6, 7, 8, 9, 10, 11], "text_fixed_layer": 0, From cf2365bd91fe66ec263be73c982fdf8444e2db1a Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 16:33:41 -0700 Subject: [PATCH 057/106] making it easier for the model to cheat --- allennlp_models/vision/dataset_readers/nlvr2.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index ea8d92c62..a1f5efe21 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -183,11 +183,13 @@ def _read(self, split_or_filename: str): processed_images1 = [None for _ in range(len(blob_dicts))] processed_images2 = [None for _ in range(len(blob_dicts))] + i = 0 for json_blob, image1, image2 in zip(blob_dicts, processed_images1, processed_images2): identifier = json_blob["identifier"] hypothesis = json_blob["sentence"] label = json_blob["label"] == "True" - instance = self.text_to_instance(identifier, hypothesis, image1, image2, label) + instance = self.text_to_instance(identifier, hypothesis, image1, image2, i == 0) # label) + i += 1 if instance is not None: yield instance From fce0835e146e168a70a6071b923f943333e3b33c Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 12 May 2021 17:15:44 -0700 Subject: [PATCH 058/106] even more epochs!! --- allennlp_models/vision/dataset_readers/nlvr2.py | 2 +- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index a1f5efe21..8968172d5 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -188,7 +188,7 @@ def _read(self, split_or_filename: str): identifier = json_blob["identifier"] hypothesis = json_blob["sentence"] label = json_blob["label"] == "True" - instance = self.text_to_instance(identifier, hypothesis, image1, image2, i == 0) # label) + instance = self.text_to_instance(identifier, hypothesis, image1, image2, label) i += 1 if instance is not None: yield instance diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 653f8ea8e..8c32d3044 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -2,7 +2,7 @@ local model_name = "bert-large-uncased"; local num_gpus = 1; local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; -local num_epochs = 50; +local num_epochs = 200; local patience = 5; local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); local num_instances = 86036; From 1a6177d0f703bf47a5a867fdec1a79fe111242b8 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 13 May 2021 10:15:25 -0700 Subject: [PATCH 059/106] trying mlp instead of one linear layer w smol data --- allennlp_models/vision/dataset_readers/nlvr2.py | 2 -- .../vision/models/visual_entailment_two_images.py | 14 +++++++------- 2 files changed, 7 insertions(+), 9 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 8968172d5..ea8d92c62 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -183,13 +183,11 @@ def _read(self, split_or_filename: str): processed_images1 = [None for _ in range(len(blob_dicts))] processed_images2 = [None for _ in range(len(blob_dicts))] - i = 0 for json_blob, image1, image2 in zip(blob_dicts, processed_images1, processed_images2): identifier = json_blob["identifier"] hypothesis = json_blob["sentence"] label = json_blob["label"] == "True" instance = self.text_to_instance(identifier, hypothesis, image1, image2, label) - i += 1 if instance is not None: yield instance diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 0c69e3c60..860a0a669 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -69,10 +69,10 @@ def __init__( ) self.pooled_output_dim = pooled_output_dim - self.testLayer = self.layer1 = torch.nn.Linear(pooled_output_dim * 2, 2) - # self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) - # self.activation = torch.nn.ReLU() # TODO: test different ones - # self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? + # self.testLayer = self.layer1 = torch.nn.Linear(pooled_output_dim * 2, 2) + self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) + self.activation = torch.nn.ReLU() # TODO: test different ones + self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? self.accuracy = CategoricalAccuracy() self.fbeta = FBetaMeasure(beta=1.0, average="macro") @@ -126,11 +126,11 @@ def forward( ] # TODO: concatenate these correctly - # hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) + hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) # # Shape: (batch_size, num_labels) - # logits = self.layer2(self.activation(hidden)) - logits = self.testLayer(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) + logits = self.layer2(self.activation(hidden)) + # logits = self.testLayer(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) # Shape: (batch_size, num_labels) probs = torch.softmax(logits, dim=-1) From c0470c86db2828f3be766d75d6cde16062ecad64 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 13 May 2021 10:37:51 -0700 Subject: [PATCH 060/106] test one more time (lower learning rate param grou --- .../vision/vilbert_ve_pretrained_two_images.jsonnet | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 8c32d3044..5cb3b52a3 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -2,7 +2,7 @@ local model_name = "bert-large-uncased"; local num_gpus = 1; local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; -local num_epochs = 200; +local num_epochs = 100; local patience = 5; local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); local num_instances = 86036; @@ -75,7 +75,12 @@ local num_instances = 86036; // "warmup_steps": std.ceil(86036 * num_epochs), // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), // "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) - "warmup_steps": 5000 + "warmup_steps": 5000, + "parameter_groups": [ + // [["bias", "LayerNorm\\.weight", "layer_norm\\.weight"], {"weight_decay": 0}], // can't use both at the same time + // smaller learning rate for the pretrained weights + [["^embeddings\\.", "^encoder.layers1\\.", "^t_pooler\\."], {"lr": 2e-6}] + ], }, "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", From 09cd2840e4475a8501d1f2a458801f9204cbfc3e Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 13 May 2021 10:39:37 -0700 Subject: [PATCH 061/106] bug --- .../vilbert_ve_pretrained_two_images.jsonnet | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 5cb3b52a3..15e9a44c8 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -65,9 +65,14 @@ local num_instances = 86036; }, "trainer": { "optimizer": { - "type": "huggingface_adamw", - "lr": 2e-5, - "weight_decay": 0.01 + "type": "huggingface_adamw", + "lr": 2e-5, + "weight_decay": 0.01, + "parameter_groups": [ + // [["bias", "LayerNorm\\.weight", "layer_norm\\.weight"], {"weight_decay": 0}], // can't use both at the same time + // smaller learning rate for the pretrained weights + [["^embeddings\\.", "^encoder.layers1\\.", "^t_pooler\\."], {"lr": 2e-6}] + ], }, "learning_rate_scheduler": { "type": "linear_with_warmup", @@ -75,12 +80,7 @@ local num_instances = 86036; // "warmup_steps": std.ceil(86036 * num_epochs), // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), // "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) - "warmup_steps": 5000, - "parameter_groups": [ - // [["bias", "LayerNorm\\.weight", "layer_norm\\.weight"], {"weight_decay": 0}], // can't use both at the same time - // smaller learning rate for the pretrained weights - [["^embeddings\\.", "^encoder.layers1\\.", "^t_pooler\\."], {"lr": 2e-6}] - ], + "warmup_steps": 5000 }, "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", From c8fd6b6521f0958a56e72516e0864a8fc67ad09c Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 13 May 2021 10:48:36 -0700 Subject: [PATCH 062/106] switching to full data set --- .../vision/dataset_readers/nlvr2.py | 6 ++--- .../models/visual_entailment_two_images.py | 3 +-- .../vilbert_ve_pretrained_two_images.jsonnet | 23 +++++++------------ 3 files changed, 11 insertions(+), 21 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index ea8d92c62..4eaf2608f 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -203,11 +203,9 @@ def text_to_instance( ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) box_features1, box_coordinates1, box_mask1 = extract_image_features( - image1, False - ) # use_cache) + image1, use_cache) box_features2, box_coordinates2, box_mask2 = extract_image_features( - image2, False - ) # use_cache) + image2, use_cache) fields = { "hypothesis": hypothesis_field, diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index 860a0a669..f59182ce0 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -48,8 +48,7 @@ def __init__( encoder: BiModalEncoder, pooled_output_dim: int, fusion_method: str = "mul", - # dropout: float = 0.1, - dropout: float = 0.0, + dropout: float = 0.1, label_namespace: str = "labels", *, ignore_text: bool = False, diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 15e9a44c8..23025da9f 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -27,11 +27,11 @@ local num_instances = 86036; }, "image_processing_batch_size": 16, // "max_instances": 1000 - "max_instances": 5 * gpu_batch_size + // "max_instances": 5 * gpu_batch_size }, "train_data_path": "train", - // "validation_data_path": "dev", - // "test_data_path": "test", + "validation_data_path": "dev", + "test_data_path": "test", "evaluate_on_test": true, "model": { "type": "ve2_vilbert_from_huggingface", @@ -44,10 +44,8 @@ local num_instances = 86036; "combined_num_attention_heads": 8, "pooled_output_dim": 1024, "image_intermediate_size": 1024, - // "image_attention_dropout": 0.1, - // "image_hidden_dropout": 0.1, - "image_attention_dropout": 0.0, - "image_hidden_dropout": 0.0, + "image_attention_dropout": 0.1, + "image_hidden_dropout": 0.1, "image_biattention_id": [0, 1, 2, 3, 4, 5], "text_biattention_id": [6, 7, 8, 9, 10, 11], "text_fixed_layer": 0, @@ -68,23 +66,18 @@ local num_instances = 86036; "type": "huggingface_adamw", "lr": 2e-5, "weight_decay": 0.01, - "parameter_groups": [ - // [["bias", "LayerNorm\\.weight", "layer_norm\\.weight"], {"weight_decay": 0}], // can't use both at the same time - // smaller learning rate for the pretrained weights - [["^embeddings\\.", "^encoder.layers1\\.", "^t_pooler\\."], {"lr": 2e-6}] - ], }, "learning_rate_scheduler": { "type": "linear_with_warmup", # TODO: fix this, make it 10% of all steps // "warmup_steps": std.ceil(86036 * num_epochs), // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), - // "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) - "warmup_steps": 5000 + "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) + // "warmup_steps": 5000 }, "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", "num_epochs": num_epochs, - // "patience": patience + "patience": patience }, } From c8c8816c6b99bc4fb8ee65b7dfe3943f9b114637 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 13 May 2021 10:49:05 -0700 Subject: [PATCH 063/106] reformat --- allennlp_models/vision/dataset_readers/nlvr2.py | 6 ++---- .../vision/models/visual_entailment_two_images.py | 2 +- 2 files changed, 3 insertions(+), 5 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 4eaf2608f..3abc35db3 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -202,10 +202,8 @@ def text_to_instance( use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) - box_features1, box_coordinates1, box_mask1 = extract_image_features( - image1, use_cache) - box_features2, box_coordinates2, box_mask2 = extract_image_features( - image2, use_cache) + box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, use_cache) + box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) fields = { "hypothesis": hypothesis_field, diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/visual_entailment_two_images.py index f59182ce0..4fdede77b 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/visual_entailment_two_images.py @@ -71,7 +71,7 @@ def __init__( # self.testLayer = self.layer1 = torch.nn.Linear(pooled_output_dim * 2, 2) self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) self.activation = torch.nn.ReLU() # TODO: test different ones - self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? + self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? self.accuracy = CategoricalAccuracy() self.fbeta = FBetaMeasure(beta=1.0, average="macro") From 1dde7255300c189456d4480f16a2671f0235e207 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 13 May 2021 18:11:39 -0700 Subject: [PATCH 064/106] trying with no patience + lots of epochs --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 23025da9f..e14fe686b 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -78,6 +78,6 @@ local num_instances = 86036; "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", "num_epochs": num_epochs, - "patience": patience + // "patience": patience }, } From c2d7b36bedc821f63c0802ed0e1319f75e6ed6d5 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Fri, 14 May 2021 09:47:12 -0700 Subject: [PATCH 065/106] updating instances logging + config --- allennlp_models/vision/dataset_readers/nlvr2.py | 3 +++ .../vision/vilbert_ve_pretrained_two_images.jsonnet | 9 ++------- 2 files changed, 5 insertions(+), 7 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 3abc35db3..0b1b6880a 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -183,13 +183,16 @@ def _read(self, split_or_filename: str): processed_images1 = [None for _ in range(len(blob_dicts))] processed_images2 = [None for _ in range(len(blob_dicts))] + attempted_instances = 0 for json_blob, image1, image2 in zip(blob_dicts, processed_images1, processed_images2): identifier = json_blob["identifier"] hypothesis = json_blob["sentence"] label = json_blob["label"] == "True" instance = self.text_to_instance(identifier, hypothesis, image1, image2, label) if instance is not None: + attempted_instances += 1 yield instance + logger.info(f"Successfully yielded {attempted_instances} instances") @overrides def text_to_instance( diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index e14fe686b..1349713b6 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -2,7 +2,7 @@ local model_name = "bert-large-uncased"; local num_gpus = 1; local effective_batch_size = 64; local gpu_batch_size = effective_batch_size / num_gpus; -local num_epochs = 100; +local num_epochs = 10; local patience = 5; local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); local num_instances = 86036; @@ -27,7 +27,6 @@ local num_instances = 86036; }, "image_processing_batch_size": 16, // "max_instances": 1000 - // "max_instances": 5 * gpu_batch_size }, "train_data_path": "train", "validation_data_path": "dev", @@ -55,7 +54,6 @@ local num_instances = 86036; "data_loader": { "batch_size": gpu_batch_size, "shuffle": true, - // "max_instances_in_memory": 1024 }, [if num_gpus > 1 then "distributed"]: { "cuda_devices": std.range(0, num_gpus - 1) @@ -69,15 +67,12 @@ local num_instances = 86036; }, "learning_rate_scheduler": { "type": "linear_with_warmup", - # TODO: fix this, make it 10% of all steps - // "warmup_steps": std.ceil(86036 * num_epochs), - // "num_steps_per_epoch": std.ceil(529527 / $["data_loader"]["batch_size"] / $["trainer"]["num_gradient_accumulation_steps"]), "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) // "warmup_steps": 5000 }, "num_gradient_accumulation_steps": num_gradient_accumulation_steps, "validation_metric": "+accuracy", "num_epochs": num_epochs, - // "patience": patience + "patience": patience }, } From 55d13bcd140af8f591fc899c6caba48be6ddb990 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Fri, 14 May 2021 09:49:34 -0700 Subject: [PATCH 066/106] updating # of instances --- training_config/vision/vilbert_ve_pretrained_two_images.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet index 1349713b6..aa4f74d87 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet @@ -5,7 +5,7 @@ local gpu_batch_size = effective_batch_size / num_gpus; local num_epochs = 10; local patience = 5; local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); -local num_instances = 86036; +local num_instances = 86373; { "dataset_reader": { From 71f7d47badaf5e65d8529dc24b8aa2fba2d46c6f Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 18 May 2021 15:39:58 -0700 Subject: [PATCH 067/106] stashing changes for a sec --- .../vision/dataset_readers/nlvr2.py | 17 ++-- allennlp_models/vision/models/__init__.py | 4 +- ...sual_entailment_two_images.py => nlvr2.py} | 69 +++++---------- test_fixtures/vision/nlvr2/experiment.jsonnet | 78 +++++++++++++++++ .../nlvr2/experiment_from_huggingface.jsonnet | 58 +++++++++++++ tests/vision/dataset_readers/nlvr2_test.py | 18 +--- tests/vision/models/vilbert_nlvr2_test.py | 86 +++++++++++++++++++ ...onnet => vilbert_nlvr2_pretrained.jsonnet} | 2 +- 8 files changed, 257 insertions(+), 75 deletions(-) rename allennlp_models/vision/models/{visual_entailment_two_images.py => nlvr2.py} (63%) create mode 100644 test_fixtures/vision/nlvr2/experiment.jsonnet create mode 100644 test_fixtures/vision/nlvr2/experiment_from_huggingface.jsonnet create mode 100644 tests/vision/models/vilbert_nlvr2_test.py rename training_config/vision/{vilbert_ve_pretrained_two_images.jsonnet => vilbert_nlvr2_pretrained.jsonnet} (98%) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 0b1b6880a..2492af982 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -90,14 +90,14 @@ def __init__( image_loader: Optional[ImageLoader] = None, image_featurizer: Optional[Lazy[GridEmbedder]] = None, region_detector: Optional[Lazy[RegionDetector]] = None, - answer_vocab: Optional[Union[Vocabulary, str]] = None, - feature_cache_dir: Optional[Union[str, PathLike]] = None, + answer_vocab: Optional[Union[Vocabulary, str]] = None, ### + feature_cache_dir: Optional[Union[str, PathLike]] = None, ### (fix above) tokenizer: Optional[Tokenizer] = None, token_indexers: Optional[Dict[str, TokenIndexer]] = None, cuda_device: Optional[Union[int, torch.device]] = None, max_instances: Optional[int] = None, - image_processing_batch_size: int = 8, - write_to_cache: bool = True, + image_processing_batch_size: int = 8, ### + write_to_cache: bool = True, ### ) -> None: run_featurization = image_loader and image_featurizer and region_detector if image_dir is None and run_featurization: @@ -210,12 +210,9 @@ def text_to_instance( fields = { "hypothesis": hypothesis_field, - "box_features1": box_features1, - "box_coordinates1": box_coordinates1, - "box_mask1": box_mask1, - "box_features2": box_features2, - "box_coordinates2": box_coordinates2, - "box_mask2": box_mask2, + "box_features": ListField([box_features1, box_features2]), + "box_coordinates": ListField([box_coordinates1, box_coordinates2]), + "box_mask": ListField([box_mask1, box_mask2]), "identifier": MetadataField(identifier), } diff --git a/allennlp_models/vision/models/__init__.py b/allennlp_models/vision/models/__init__.py index c22e6170f..3c8627eed 100644 --- a/allennlp_models/vision/models/__init__.py +++ b/allennlp_models/vision/models/__init__.py @@ -1,8 +1,6 @@ +from allennlp_models.vision.models.nlvr2 import Nlvr2Model from allennlp_models.vision.models.vision_text_model import VisionTextModel from allennlp_models.vision.models.visual_entailment import VisualEntailmentModel -from allennlp_models.vision.models.visual_entailment_two_images import ( - VisualEntailmentTwoImagesModel, -) from allennlp_models.vision.models.vilbert_vqa import VqaVilbert from allennlp_models.vision.models.heads.vqa_head import VqaHead from allennlp_models.vision.models.heads.visual_entailment_head import VisualEntailmentHead diff --git a/allennlp_models/vision/models/visual_entailment_two_images.py b/allennlp_models/vision/models/nlvr2.py similarity index 63% rename from allennlp_models/vision/models/visual_entailment_two_images.py rename to allennlp_models/vision/models/nlvr2.py index 4fdede77b..ff382716b 100644 --- a/allennlp_models/vision/models/visual_entailment_two_images.py +++ b/allennlp_models/vision/models/nlvr2.py @@ -20,9 +20,9 @@ logger = logging.getLogger(__name__) -@Model.register("ve2_vilbert") -@Model.register("ve2_vilbert_from_huggingface", constructor="from_huggingface_model_name") -class VisualEntailmentTwoImagesModel(VisionTextModel): +@Model.register("nlvr2") +@Model.register("nlvr2_from_huggingface", constructor="from_huggingface_model_name") +class Nlvr2Model(VisionTextModel): """ Model for visual entailment task based on the paper [Visual Entailment: A Novel Task for Fine-Grained Image Understanding] @@ -68,10 +68,11 @@ def __init__( ) self.pooled_output_dim = pooled_output_dim - # self.testLayer = self.layer1 = torch.nn.Linear(pooled_output_dim * 2, 2) + self.layer1 = torch.nn.Linear(pooled_output_dim * 2, pooled_output_dim) - self.activation = torch.nn.ReLU() # TODO: test different ones - self.layer2 = torch.nn.Linear(pooled_output_dim, 2) # TODO: 1 or 2 outputs? + self.layer2 = torch.nn.Linear(pooled_output_dim, 2) + + self.activation = torch.nn.ReLU() self.accuracy = CategoricalAccuracy() self.fbeta = FBetaMeasure(beta=1.0, average="macro") @@ -79,57 +80,31 @@ def __init__( @overrides def forward( self, # type: ignore - box_features1: torch.Tensor, - box_coordinates1: torch.Tensor, - box_mask1: torch.Tensor, - box_features2: torch.Tensor, - box_coordinates2: torch.Tensor, - box_mask2: torch.Tensor, + box_features: torch.Tensor, + box_coordinates: torch.Tensor, + box_mask: torch.Tensor, hypothesis: TextFieldTensors, label: Optional[torch.Tensor] = None, identifier: List[Dict[str, Any]] = None, ) -> Dict[str, torch.Tensor]: + batch_size = box_features.shape[0] - # TODO: figure out how to handle both images - just feed them in twice? - # Idea: - # 1. Get both pooled outputs - # 2. Concatenate them - # 3. Feed into an MLP (multi-layer perceptron) - # 4. Softmax to get logits - # 5. Done? - - # Size: (batch_size, pooled_output_dim) - batch_size, _, _ = box_features1.shape - # _, _, _, num_coordinates = box_coordinates.shape - - # reshaped_box_features = torch.reshape( - # box_features, (num_images, batch_size, num_boxes, num_features) - # ) - # reshaped_box_coordinates = torch.reshape( - # box_coordinates, (num_images, batch_size, num_boxes, num_coordinates) - # ) - # reshaped_box_mask = torch.reshape(box_mask, (num_images, batch_size, num_boxes)) - - # pooled_outputs1 = self.backbone( - # reshaped_box_features[0], reshaped_box_coordinates[0], reshaped_box_mask[0], hypothesis - # )["pooled_boxes_and_text"] - # pooled_outputs2 = self.backbone( - # reshaped_box_features[1], reshaped_box_coordinates[1], reshaped_box_mask[1], hypothesis - # )["pooled_boxes_and_text"] - - pooled_outputs1 = self.backbone(box_features1, box_coordinates1, box_mask1, hypothesis)[ - "pooled_boxes_and_text" - ] - pooled_outputs2 = self.backbone(box_features2, box_coordinates2, box_mask2, hypothesis)[ - "pooled_boxes_and_text" - ] + box_features = box_features.transpose(0, 1) + box_coordinates = box_coordinates.transpose(0, 1) + box_mask = box_mask.transpose(0, 1) + + pooled_outputs1 = self.backbone( + box_features[0], box_coordinates[0], box_mask[0], hypothesis + )["pooled_boxes_and_text"] + pooled_outputs2 = self.backbone( + box_features[1], box_coordinates[1], box_mask[1], hypothesis + )["pooled_boxes_and_text"] # TODO: concatenate these correctly hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) - # # Shape: (batch_size, num_labels) + # Shape: (batch_size, num_labels) logits = self.layer2(self.activation(hidden)) - # logits = self.testLayer(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) # Shape: (batch_size, num_labels) probs = torch.softmax(logits, dim=-1) diff --git a/test_fixtures/vision/nlvr2/experiment.jsonnet b/test_fixtures/vision/nlvr2/experiment.jsonnet new file mode 100644 index 000000000..49b149874 --- /dev/null +++ b/test_fixtures/vision/nlvr2/experiment.jsonnet @@ -0,0 +1,78 @@ +local model_name = "epwalsh/bert-xsmall-dummy"; + +{ + "dataset_reader": { + "type": "nlvr2", + "image_dir": "test_fixtures/vision/images/nlvr2", + "image_loader": "torch", + "image_featurizer": "null", + "region_detector": { + "type": "random", + "seed": 322 + }, + "tokenizer": { + "type": "pretrained_transformer", + "model_name": model_name + }, + "token_indexers": { + "tokens": { + "type": "pretrained_transformer", + "model_name": model_name + } + } + }, + "train_data_path": "test_fixtures/vision/nlvr2/tiny-dev.json", + "validation_data_path": "test_fixtures/vision/nlvr2/tiny-dev.json", + "model": { + "type": "nlvr2", + "text_embeddings": { + "vocab_size": 250, + "embedding_size": 20, + "pad_token_id": 0, + "max_position_embeddings": 512, + "type_vocab_size": 2, + "dropout": 0.0 + }, + "image_embeddings": { + "feature_size": 10, + "embedding_size": 200 + }, + "encoder": { + # text + "hidden_size1": 20, + "num_hidden_layers1": 1, + "intermediate_size1": 40, + "num_attention_heads1": 1, + "attention_dropout1": 0.1, + "hidden_dropout1": 0.1, + "biattention_id1": [0, 1], + "fixed_layer1": 0, + + # vision + "hidden_size2": 200, + "num_hidden_layers2": 1, + "intermediate_size2": 50, + "num_attention_heads2": 1, + "attention_dropout2": 0.0, + "hidden_dropout2": 0.0, + "biattention_id2": [0, 1], + "fixed_layer2": 0, + + "combined_num_attention_heads": 2, + "combined_hidden_size": 200, + "activation": "gelu", + }, + "pooled_output_dim": 100, + "fusion_method": "sum", + }, + "data_loader": { + "batch_size": 4 + }, + "trainer": { + "optimizer": { + "type": "huggingface_adamw", + "lr": 0.00005 + }, + "num_epochs": 1, + }, +} diff --git a/test_fixtures/vision/nlvr2/experiment_from_huggingface.jsonnet b/test_fixtures/vision/nlvr2/experiment_from_huggingface.jsonnet new file mode 100644 index 000000000..10d91979c --- /dev/null +++ b/test_fixtures/vision/nlvr2/experiment_from_huggingface.jsonnet @@ -0,0 +1,58 @@ +local model_name = "epwalsh/bert-xsmall-dummy"; +{ + "dataset_reader": { + "type": "nlvr2", + "image_dir": "test_fixtures/vision/images/nlvr2", + "image_loader": "torch", + "image_featurizer": "null", + "region_detector": { + "type": "random", + "seed": 322 + }, + "tokenizer": { + "type": "pretrained_transformer", + "model_name": model_name + }, + "token_indexers": { + "tokens": { + "type": "pretrained_transformer", + "model_name": model_name + } + } + }, + "train_data_path": "test_fixtures/vision/nlvr2/tiny-dev.json", + "validation_data_path": "test_fixtures/vision/nlvr2/tiny-dev.json", + "model": { + "type": "nlvr2_from_huggingface", + "model_name": model_name, + "image_feature_dim": 10, + "image_num_hidden_layers": 1, + "image_hidden_size": 200, + "image_num_attention_heads": 1, + "image_intermediate_size": 50, + "image_attention_dropout": 0.0, + "image_hidden_dropout": 0.0, + "image_biattention_id": [0, 1], + "image_fixed_layer": 0, + + "text_biattention_id": [0, 1], + "text_fixed_layer": 0, + + "combined_hidden_size": 200, + "combined_num_attention_heads": 4, + + "pooled_output_dim": 100, + "fusion_method": "sum", + "pooled_dropout": 0.0, + }, + "data_loader": { + "batch_size": 32 + }, + "trainer": { + "optimizer": { + "type": "huggingface_adamw", + "lr": 0.00005 + }, + "num_epochs": 1, + }, +} diff --git a/tests/vision/dataset_readers/nlvr2_test.py b/tests/vision/dataset_readers/nlvr2_test.py index 3776061cd..fdbf57822 100644 --- a/tests/vision/dataset_readers/nlvr2_test.py +++ b/tests/vision/dataset_readers/nlvr2_test.py @@ -26,8 +26,7 @@ def test_read(self): assert len(instances) == 8 instance = instances[0] - # assert len(instance.fields) == 6 - assert len(instance.fields) == 9 + assert len(instance.fields) == 6 assert len(instance["hypothesis"]) == 18 hypothesis_tokens = [t.text for t in instance["hypothesis"]] assert hypothesis_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] @@ -39,20 +38,11 @@ def test_read(self): batch.index_instances(Vocabulary()) tensors = batch.as_tensor_dict() - # # (batch size, 2 images per instance, num boxes (fake), num features (fake)) - # assert tensors["box_features"].size() == (8, 2, 2, 10) - - # # (batch size, 2 images per instance, num boxes (fake), 4 coords) - # assert tensors["box_coordinates"].size() == (8, 2, 2, 4) - - # # (batch size, 2 images per instance, num boxes (fake)) - # assert tensors["box_mask"].size() == (8, 2, 2) - # (batch size, 2 images per instance, num boxes (fake), num features (fake)) - assert tensors["box_features1"].size() == (8, 2, 10) + assert tensors["box_features"].size() == (8, 2, 2, 10) # (batch size, 2 images per instance, num boxes (fake), 4 coords) - assert tensors["box_coordinates1"].size() == (8, 2, 4) + assert tensors["box_coordinates"].size() == (8, 2, 2, 4) # (batch size, 2 images per instance, num boxes (fake)) - assert tensors["box_mask1"].size() == (8, 2) + assert tensors["box_mask"].size() == (8, 2, 2) diff --git a/tests/vision/models/vilbert_nlvr2_test.py b/tests/vision/models/vilbert_nlvr2_test.py new file mode 100644 index 000000000..fd8cbfedb --- /dev/null +++ b/tests/vision/models/vilbert_nlvr2_test.py @@ -0,0 +1,86 @@ +from transformers import AutoModel + +from allennlp.common.testing import ModelTestCase +from allennlp.data import Vocabulary +from allennlp.common.testing import assert_equal_parameters + +from allennlp_models import vision # noqa: F401 + +from tests import FIXTURES_ROOT + + +class TestVEVilbert(ModelTestCase): + + # def test_model_can_train_save_and_load_small_model(self): + # param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" + # self.ensure_model_can_train_save_and_load( + # param_file, gradients_to_ignore={"classifier.weight", "classifier.bias"} + # ) + + # def test_model_can_train_save_and_load_with_cache(self): + # import tempfile + + # with tempfile.TemporaryDirectory(prefix=self.__class__.__name__) as d: + # overrides = {"dataset_reader": {"feature_cache_dir": str(d)}} + # import json + + # overrides = json.dumps(overrides) + # param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" + # self.ensure_model_can_train_save_and_load( + # param_file, overrides=overrides, gradients_to_ignore={"classifier.weight", "classifier.bias"} + # ) + + def test_model_can_train_save_and_load_from_huggingface(self): + param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment_from_huggingface.jsonnet" + self.ensure_model_can_train_save_and_load(param_file) + + # def test_model_loads_weights_correctly(self): + # from allennlp_models.vision.models.visual_entailment import VisualEntailmentModel + + # vocab = Vocabulary() + # model_name = "epwalsh/bert-xsmall-dummy" + # model = VisualEntailmentModel.from_huggingface_model_name( + # vocab=vocab, + # model_name=model_name, + # image_feature_dim=2048, + # image_num_hidden_layers=1, + # image_hidden_size=3, + # image_num_attention_heads=1, + # combined_num_attention_heads=1, + # combined_hidden_size=5, + # pooled_output_dim=7, + # image_intermediate_size=11, + # image_attention_dropout=0.0, + # image_hidden_dropout=0.0, + # image_biattention_id=[0, 1], + # text_biattention_id=[0, 1], + # text_fixed_layer=0, + # image_fixed_layer=0, + # ) + + # transformer = AutoModel.from_pretrained(model_name) + + # # compare embedding parameters + # mapping = { + # val: key + # for key, val in model.backbone.text_embeddings._construct_default_mapping( + # transformer.embeddings, "huggingface", {} + # ).items() + # } + # assert_equal_parameters( + # transformer.embeddings, model.backbone.text_embeddings, mapping=mapping + # ) + + # # compare encoder parameters + # mapping = { + # val: key + # for key, val in model.backbone.encoder._construct_default_mapping( + # transformer.encoder, "huggingface", {} + # ).items() + # } + + # # We ignore the new parameters for the second modality, since they won't be present + # # in the huggingface model. + # assert_equal_parameters( + # transformer.encoder, model.backbone.encoder, ignore_missing=True, mapping=mapping + # ) diff --git a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet b/training_config/vision/vilbert_nlvr2_pretrained.jsonnet similarity index 98% rename from training_config/vision/vilbert_ve_pretrained_two_images.jsonnet rename to training_config/vision/vilbert_nlvr2_pretrained.jsonnet index aa4f74d87..48c0867d0 100644 --- a/training_config/vision/vilbert_ve_pretrained_two_images.jsonnet +++ b/training_config/vision/vilbert_nlvr2_pretrained.jsonnet @@ -33,7 +33,7 @@ local num_instances = 86373; "test_data_path": "test", "evaluate_on_test": true, "model": { - "type": "ve2_vilbert_from_huggingface", + "type": "nlvr2_from_huggingface", "model_name": model_name, "image_feature_dim": 1024, "image_hidden_size": 1024, From 48d90a787158de108cfb1c0e1c4d7843cb45118c Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 18 May 2021 16:11:02 -0700 Subject: [PATCH 068/106] stashing changes --- .../vision/dataset_readers/nlvr2.py | 7 ++- allennlp_models/vision/models/nlvr2.py | 2 +- allennlp_models/vision/predictors/nlvr2.py | 42 ++++++++++++++++ tests/vision/models/vilbert_nlvr2_test.py | 48 +++++++++---------- 4 files changed, 72 insertions(+), 27 deletions(-) create mode 100644 allennlp_models/vision/predictors/nlvr2.py diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 2492af982..3494d5677 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -197,7 +197,7 @@ def _read(self, split_or_filename: str): @overrides def text_to_instance( self, - identifier: str, + identifier: Optional[str], hypothesis: str, image1: Union[str, Tuple[Tensor, Tensor]], image2: Union[str, Tuple[Tensor, Tensor]], @@ -213,9 +213,12 @@ def text_to_instance( "box_features": ListField([box_features1, box_features2]), "box_coordinates": ListField([box_coordinates1, box_coordinates2]), "box_mask": ListField([box_mask1, box_mask2]), - "identifier": MetadataField(identifier), } + if identifier is not None: + fields["identifier"] = MetadataField(identifier) + + if label is not None: fields["label"] = LabelField(int(label), skip_indexing=True) diff --git a/allennlp_models/vision/models/nlvr2.py b/allennlp_models/vision/models/nlvr2.py index ff382716b..9f1f09256 100644 --- a/allennlp_models/vision/models/nlvr2.py +++ b/allennlp_models/vision/models/nlvr2.py @@ -147,4 +147,4 @@ def make_output_human_readable( output_dict["labels"] = batch_labels return output_dict - default_predictor = "vilbert_ve" + default_predictor = "nlvr2" diff --git a/allennlp_models/vision/predictors/nlvr2.py b/allennlp_models/vision/predictors/nlvr2.py new file mode 100644 index 000000000..a48ee76f5 --- /dev/null +++ b/allennlp_models/vision/predictors/nlvr2.py @@ -0,0 +1,42 @@ +from typing import List, Dict + +from overrides import overrides +import numpy + +from allennlp.common.file_utils import cached_path +from allennlp.common.util import JsonDict +from allennlp.data import Instance +from allennlp.data.fields import LabelField +from allennlp.predictors.predictor import Predictor + + +@Predictor.register("nlvr2") +class Nlvr2Predictor(Predictor): + def predict(self, image1: str, image2: str, hypothesis: str) -> JsonDict: + image1 = cached_path(image1) + image2 = cached_path(image2) + return self.predict_json({"image1": image1, "image2": image2, "hypothesis": hypothesis}) + + @overrides + def _json_to_instance(self, json_dict: JsonDict) -> Instance: + from allennlp_models.vision.dataset_readers.nlvr2 import Nlvr2Reader + + image1 = cached_path(json_dict["image1"]) + image2 = cached_path(json_dict["image2"]) + hypothesis = json_dict["hypothesis"] + if isinstance(self._dataset_reader, Nlvr2Reader): + return self._dataset_reader.text_to_instance(hypothesis, image1, image2, use_cache=False) + else: + raise ValueError( + f"Dataset reader is of type f{self._dataset_reader.__class__.__name__}. " + f"Expected {Nlvr2Reader.__name__}." + ) + + @overrides + def predictions_to_labeled_instances( + self, instance: Instance, outputs: Dict[str, numpy.ndarray] + ) -> List[Instance]: + new_instance = instance.duplicate() + label = numpy.argmax(outputs["probs"]) + new_instance.add_field("label", LabelField(int(label), skip_indexing=True)) + return [new_instance] diff --git a/tests/vision/models/vilbert_nlvr2_test.py b/tests/vision/models/vilbert_nlvr2_test.py index fd8cbfedb..bd9db6270 100644 --- a/tests/vision/models/vilbert_nlvr2_test.py +++ b/tests/vision/models/vilbert_nlvr2_test.py @@ -9,30 +9,30 @@ from tests import FIXTURES_ROOT -class TestVEVilbert(ModelTestCase): - - # def test_model_can_train_save_and_load_small_model(self): - # param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" - # self.ensure_model_can_train_save_and_load( - # param_file, gradients_to_ignore={"classifier.weight", "classifier.bias"} - # ) - - # def test_model_can_train_save_and_load_with_cache(self): - # import tempfile - - # with tempfile.TemporaryDirectory(prefix=self.__class__.__name__) as d: - # overrides = {"dataset_reader": {"feature_cache_dir": str(d)}} - # import json - - # overrides = json.dumps(overrides) - # param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" - # self.ensure_model_can_train_save_and_load( - # param_file, overrides=overrides, gradients_to_ignore={"classifier.weight", "classifier.bias"} - # ) - - def test_model_can_train_save_and_load_from_huggingface(self): - param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment_from_huggingface.jsonnet" - self.ensure_model_can_train_save_and_load(param_file) +class TestNlvr2Vilbert(ModelTestCase): + + def test_model_can_train_save_and_load_small_model(self): + param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" + self.ensure_model_can_train_save_and_load( + param_file, gradients_to_ignore={"classifier.weight", "classifier.bias"} + ) + + def test_model_can_train_save_and_load_with_cache(self): + import tempfile + + with tempfile.TemporaryDirectory(prefix=self.__class__.__name__) as d: + overrides = {"dataset_reader": {"feature_cache_dir": str(d)}} + import json + + overrides = json.dumps(overrides) + param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" + self.ensure_model_can_train_save_and_load( + param_file, overrides=overrides, gradients_to_ignore={"classifier.weight", "classifier.bias"} + ) + + # def test_model_can_train_save_and_load_from_huggingface(self): + # param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment_from_huggingface.jsonnet" + # self.ensure_model_can_train_save_and_load(param_file) # def test_model_loads_weights_correctly(self): # from allennlp_models.vision.models.visual_entailment import VisualEntailmentModel From c12115ca85ab599475a04ad3ac876dda30464bdc Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 18 May 2021 16:22:33 -0700 Subject: [PATCH 069/106] stash --- .../vision/dataset_readers/nlvr2.py | 1 - allennlp_models/vision/predictors/nlvr2.py | 4 +- tests/vision/models/vilbert_nlvr2_test.py | 109 +++++++++--------- 3 files changed, 59 insertions(+), 55 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 3494d5677..de41e517a 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -218,7 +218,6 @@ def text_to_instance( if identifier is not None: fields["identifier"] = MetadataField(identifier) - if label is not None: fields["label"] = LabelField(int(label), skip_indexing=True) diff --git a/allennlp_models/vision/predictors/nlvr2.py b/allennlp_models/vision/predictors/nlvr2.py index a48ee76f5..d863352c5 100644 --- a/allennlp_models/vision/predictors/nlvr2.py +++ b/allennlp_models/vision/predictors/nlvr2.py @@ -25,7 +25,9 @@ def _json_to_instance(self, json_dict: JsonDict) -> Instance: image2 = cached_path(json_dict["image2"]) hypothesis = json_dict["hypothesis"] if isinstance(self._dataset_reader, Nlvr2Reader): - return self._dataset_reader.text_to_instance(hypothesis, image1, image2, use_cache=False) + return self._dataset_reader.text_to_instance( + hypothesis, image1, image2, use_cache=False + ) else: raise ValueError( f"Dataset reader is of type f{self._dataset_reader.__class__.__name__}. " diff --git a/tests/vision/models/vilbert_nlvr2_test.py b/tests/vision/models/vilbert_nlvr2_test.py index bd9db6270..2ce39420d 100644 --- a/tests/vision/models/vilbert_nlvr2_test.py +++ b/tests/vision/models/vilbert_nlvr2_test.py @@ -10,7 +10,6 @@ class TestNlvr2Vilbert(ModelTestCase): - def test_model_can_train_save_and_load_small_model(self): param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" self.ensure_model_can_train_save_and_load( @@ -27,60 +26,64 @@ def test_model_can_train_save_and_load_with_cache(self): overrides = json.dumps(overrides) param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment.jsonnet" self.ensure_model_can_train_save_and_load( - param_file, overrides=overrides, gradients_to_ignore={"classifier.weight", "classifier.bias"} + param_file, + overrides=overrides, + gradients_to_ignore={"classifier.weight", "classifier.bias"}, ) - # def test_model_can_train_save_and_load_from_huggingface(self): - # param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment_from_huggingface.jsonnet" - # self.ensure_model_can_train_save_and_load(param_file) - - # def test_model_loads_weights_correctly(self): - # from allennlp_models.vision.models.visual_entailment import VisualEntailmentModel - - # vocab = Vocabulary() - # model_name = "epwalsh/bert-xsmall-dummy" - # model = VisualEntailmentModel.from_huggingface_model_name( - # vocab=vocab, - # model_name=model_name, - # image_feature_dim=2048, - # image_num_hidden_layers=1, - # image_hidden_size=3, - # image_num_attention_heads=1, - # combined_num_attention_heads=1, - # combined_hidden_size=5, - # pooled_output_dim=7, - # image_intermediate_size=11, - # image_attention_dropout=0.0, - # image_hidden_dropout=0.0, - # image_biattention_id=[0, 1], - # text_biattention_id=[0, 1], - # text_fixed_layer=0, - # image_fixed_layer=0, - # ) - - # transformer = AutoModel.from_pretrained(model_name) + def test_model_can_train_save_and_load_from_huggingface(self): + param_file = FIXTURES_ROOT / "vision" / "nlvr2" / "experiment_from_huggingface.jsonnet" + self.ensure_model_can_train_save_and_load( + param_file, gradients_to_ignore={"classifier.weight", "classifier.bias"} + ) - # # compare embedding parameters - # mapping = { - # val: key - # for key, val in model.backbone.text_embeddings._construct_default_mapping( - # transformer.embeddings, "huggingface", {} - # ).items() - # } - # assert_equal_parameters( - # transformer.embeddings, model.backbone.text_embeddings, mapping=mapping - # ) + def test_model_loads_weights_correctly(self): + from allennlp_models.vision.models.nlvr2 import Nlvr2Model + + vocab = Vocabulary() + model_name = "epwalsh/bert-xsmall-dummy" + model = Nlvr2Model.from_huggingface_model_name( + vocab=vocab, + model_name=model_name, + image_feature_dim=2048, + image_num_hidden_layers=1, + image_hidden_size=3, + image_num_attention_heads=1, + combined_num_attention_heads=1, + combined_hidden_size=5, + pooled_output_dim=7, + image_intermediate_size=11, + image_attention_dropout=0.0, + image_hidden_dropout=0.0, + image_biattention_id=[0, 1], + text_biattention_id=[0, 1], + text_fixed_layer=0, + image_fixed_layer=0, + ) - # # compare encoder parameters - # mapping = { - # val: key - # for key, val in model.backbone.encoder._construct_default_mapping( - # transformer.encoder, "huggingface", {} - # ).items() - # } + transformer = AutoModel.from_pretrained(model_name) + + # compare embedding parameters + mapping = { + val: key + for key, val in model.backbone.text_embeddings._construct_default_mapping( + transformer.embeddings, "huggingface", {} + ).items() + } + assert_equal_parameters( + transformer.embeddings, model.backbone.text_embeddings, mapping=mapping + ) - # # We ignore the new parameters for the second modality, since they won't be present - # # in the huggingface model. - # assert_equal_parameters( - # transformer.encoder, model.backbone.encoder, ignore_missing=True, mapping=mapping - # ) + # compare encoder parameters + mapping = { + val: key + for key, val in model.backbone.encoder._construct_default_mapping( + transformer.encoder, "huggingface", {} + ).items() + } + + # We ignore the new parameters for the second modality, since they won't be present + # in the huggingface model. + assert_equal_parameters( + transformer.encoder, model.backbone.encoder, ignore_missing=True, mapping=mapping + ) From e6389412b3ea7875c810ed2e51e2a74dfec66948 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 18 May 2021 16:35:49 -0700 Subject: [PATCH 070/106] fixing test --- tests/vision/models/vilbert_nlvr2_test.py | 26 ++++++----------------- 1 file changed, 7 insertions(+), 19 deletions(-) diff --git a/tests/vision/models/vilbert_nlvr2_test.py b/tests/vision/models/vilbert_nlvr2_test.py index 2ce39420d..c9d96e8bf 100644 --- a/tests/vision/models/vilbert_nlvr2_test.py +++ b/tests/vision/models/vilbert_nlvr2_test.py @@ -1,3 +1,4 @@ +from torch.testing import assert_allclose from transformers import AutoModel from allennlp.common.testing import ModelTestCase @@ -64,26 +65,13 @@ def test_model_loads_weights_correctly(self): transformer = AutoModel.from_pretrained(model_name) # compare embedding parameters - mapping = { - val: key - for key, val in model.backbone.text_embeddings._construct_default_mapping( - transformer.embeddings, "huggingface", {} - ).items() - } - assert_equal_parameters( - transformer.embeddings, model.backbone.text_embeddings, mapping=mapping + assert_allclose( + transformer.embeddings.word_embeddings.weight.data, + model.backbone.text_embeddings.embeddings.word_embeddings.weight.data, ) # compare encoder parameters - mapping = { - val: key - for key, val in model.backbone.encoder._construct_default_mapping( - transformer.encoder, "huggingface", {} - ).items() - } - - # We ignore the new parameters for the second modality, since they won't be present - # in the huggingface model. - assert_equal_parameters( - transformer.encoder, model.backbone.encoder, ignore_missing=True, mapping=mapping + assert_allclose( + transformer.encoder.layer[0].intermediate.dense.weight.data, + model.backbone.encoder.layers1[0].intermediate.dense.weight.data, ) From 869ae8c678bc7a1456b05c50fe85b58534f25348 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 25 May 2021 14:42:02 -0700 Subject: [PATCH 071/106] testing out nlvr2 after cleaning it up --- allennlp_models/vision/models/nlvr2.py | 18 +++++------------- 1 file changed, 5 insertions(+), 13 deletions(-) diff --git a/allennlp_models/vision/models/nlvr2.py b/allennlp_models/vision/models/nlvr2.py index 9f1f09256..9b7cf53fe 100644 --- a/allennlp_models/vision/models/nlvr2.py +++ b/allennlp_models/vision/models/nlvr2.py @@ -89,19 +89,11 @@ def forward( ) -> Dict[str, torch.Tensor]: batch_size = box_features.shape[0] - box_features = box_features.transpose(0, 1) - box_coordinates = box_coordinates.transpose(0, 1) - box_mask = box_mask.transpose(0, 1) - - pooled_outputs1 = self.backbone( - box_features[0], box_coordinates[0], box_mask[0], hypothesis - )["pooled_boxes_and_text"] - pooled_outputs2 = self.backbone( - box_features[1], box_coordinates[1], box_mask[1], hypothesis - )["pooled_boxes_and_text"] - - # TODO: concatenate these correctly - hidden = self.layer1(torch.cat((pooled_outputs1, pooled_outputs2), dim=-1)) + pooled_outputs = self.backbone(box_features, box_coordinates, box_mask, hypothesis)[ + "pooled_boxes_and_text" + ].transpose(0, 1) + + hidden = self.layer1(torch.cat((pooled_outputs[0], pooled_outputs[1]), dim=-1)) # Shape: (batch_size, num_labels) logits = self.layer2(self.activation(hidden)) From ec5b5eef35dd8cadffee74891dae9822d3289eb4 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 25 May 2021 14:44:02 -0700 Subject: [PATCH 072/106] fewer instances to test --- training_config/vision/vilbert_nlvr2_pretrained.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_nlvr2_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_pretrained.jsonnet index 48c0867d0..c928d0fed 100644 --- a/training_config/vision/vilbert_nlvr2_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_pretrained.jsonnet @@ -26,7 +26,7 @@ local num_instances = 86373; } }, "image_processing_batch_size": 16, - // "max_instances": 1000 + "max_instances": 1000 }, "train_data_path": "train", "validation_data_path": "dev", From 731ed93a4f1ab89e639f59ec6ec733ac6dca6f28 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 25 May 2021 17:07:28 -0700 Subject: [PATCH 073/106] full dataset --- .../vision/dataset_readers/nlvr2.py | 55 +++++++++---------- .../vision/vilbert_nlvr2_pretrained.jsonnet | 2 +- 2 files changed, 28 insertions(+), 29 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index de41e517a..3c17bb22c 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -1,6 +1,6 @@ import logging from os import PathLike -from typing import Any, Dict, Tuple, Union, Optional +from typing import Any, Dict, Iterable, Tuple, Union, Optional from overrides import overrides import torch @@ -23,23 +23,6 @@ logger = logging.getLogger(__name__) -def extract_image_features(image: Union[str, Tuple[Tensor, Tensor]], use_cache: bool): - if isinstance(image, str): - features, coords = next(self._process_image_paths([image], use_cache=use_cache)) - else: - features, coords = image - - return ( - ArrayField(features), - ArrayField(coords), - ArrayField( - features.new_ones((features.shape[0],), dtype=torch.bool), - padding_value=False, - dtype=torch.bool, - ), - ) - - @DatasetReader.register("nlvr2") class Nlvr2Reader(VisionReader): # TODO: update comment @@ -90,14 +73,14 @@ def __init__( image_loader: Optional[ImageLoader] = None, image_featurizer: Optional[Lazy[GridEmbedder]] = None, region_detector: Optional[Lazy[RegionDetector]] = None, - answer_vocab: Optional[Union[Vocabulary, str]] = None, ### - feature_cache_dir: Optional[Union[str, PathLike]] = None, ### (fix above) + answer_vocab: Optional[Union[Vocabulary, str]] = None, # ## + feature_cache_dir: Optional[Union[str, PathLike]] = None, # ## (fix above) tokenizer: Optional[Tokenizer] = None, token_indexers: Optional[Dict[str, TokenIndexer]] = None, cuda_device: Optional[Union[int, torch.device]] = None, max_instances: Optional[int] = None, - image_processing_batch_size: int = 8, ### - write_to_cache: bool = True, ### + image_processing_batch_size: int = 8, # ## + write_to_cache: bool = True, # ## ) -> None: run_featurization = image_loader and image_featurizer and region_detector if image_dir is None and run_featurization: @@ -171,10 +154,10 @@ def _read(self, split_or_filename: str): missing_id, f"We could not find an image with the id {missing_id}. " "Because of the size of the image datasets, we don't download them automatically. " - "Please go to https://github.com/lil-lab/nlvr/tree/master/nlvr2, download the datasets you need, " - "and set the image_dir parameter to point to your download location. This dataset " - "reader does not care about the exact directory structure. It finds the images " - "wherever they are.", + "Please go to https://github.com/lil-lab/nlvr/tree/master/nlvr2, download the " + "datasets you need, and set the image_dir parameter to point to your download " + "location. This dataset reader does not care about the exact directory " + "structure. It finds the images wherever they are.", ) processed_images1 = self._process_image_paths(image_paths1) @@ -194,6 +177,22 @@ def _read(self, split_or_filename: str): yield instance logger.info(f"Successfully yielded {attempted_instances} instances") + def extract_image_features(self, image: Union[str, Tuple[Tensor, Tensor]], use_cache: bool): + if isinstance(image, str): + features, coords = next(self._process_image_paths([image], use_cache=use_cache)) + else: + features, coords = image + + return ( + ArrayField(features), + ArrayField(coords), + ArrayField( + features.new_ones((features.shape[0],), dtype=torch.bool), + padding_value=False, + dtype=torch.bool, + ), + ) + @overrides def text_to_instance( self, @@ -205,8 +204,8 @@ def text_to_instance( use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) - box_features1, box_coordinates1, box_mask1 = extract_image_features(image1, use_cache) - box_features2, box_coordinates2, box_mask2 = extract_image_features(image2, use_cache) + box_features1, box_coordinates1, box_mask1 = self.extract_image_features(image1, use_cache) + box_features2, box_coordinates2, box_mask2 = self.extract_image_features(image2, use_cache) fields = { "hypothesis": hypothesis_field, diff --git a/training_config/vision/vilbert_nlvr2_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_pretrained.jsonnet index c928d0fed..48c0867d0 100644 --- a/training_config/vision/vilbert_nlvr2_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_pretrained.jsonnet @@ -26,7 +26,7 @@ local num_instances = 86373; } }, "image_processing_batch_size": 16, - "max_instances": 1000 + // "max_instances": 1000 }, "train_data_path": "train", "validation_data_path": "dev", From f7bd84ffaf3764f7a144722fa54203912d0adab2 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 17:01:24 -0700 Subject: [PATCH 074/106] submitting head config (might not work) --- .../vision/models/heads/__init__.py | 1 + .../vision/models/heads/nlvr2_head.py | 76 +++++++++++ .../vilbert_nlvr2_head_pretrained.jsonnet | 126 ++++++++++++++++++ 3 files changed, 203 insertions(+) create mode 100644 allennlp_models/vision/models/heads/nlvr2_head.py create mode 100644 training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet diff --git a/allennlp_models/vision/models/heads/__init__.py b/allennlp_models/vision/models/heads/__init__.py index d55c627fa..581e912db 100644 --- a/allennlp_models/vision/models/heads/__init__.py +++ b/allennlp_models/vision/models/heads/__init__.py @@ -1,2 +1,3 @@ +from allennlp_models.vision.models.heads.nlvr2_head import Nlvr2Head from allennlp_models.vision.models.heads.vqa_head import VqaHead from allennlp_models.vision.models.heads.visual_entailment_head import VisualEntailmentHead diff --git a/allennlp_models/vision/models/heads/nlvr2_head.py b/allennlp_models/vision/models/heads/nlvr2_head.py new file mode 100644 index 000000000..4f0bdc394 --- /dev/null +++ b/allennlp_models/vision/models/heads/nlvr2_head.py @@ -0,0 +1,76 @@ +from typing import Dict, Optional + +import torch +from overrides import overrides + +from allennlp.data.vocabulary import Vocabulary +from allennlp.models.heads.head import Head + + +@Head.register("nlvr2") +class Nlvr2Head(Head): + def __init__(self, vocab: Vocabulary, embedding_dim: int, label_namespace: str = "labels"): + super().__init__(vocab) + + num_labels = vocab.get_vocab_size(label_namespace) + self.label_namespace = label_namespace + + self.layer1 = torch.nn.Linear(embedding_dim * 2, embedding_dim) + self.layer2 = torch.nn.Linear(embedding_dim, 2) + + self.activation = torch.nn.ReLU() + + from allennlp.training.metrics import CategoricalAccuracy + from allennlp.training.metrics import FBetaMeasure + + self.accuracy = CategoricalAccuracy() + self.fbeta = FBetaMeasure(beta=1.0, average="macro") + + @overrides + def forward( + self, # type: ignore + encoded_boxes: torch.Tensor, + encoded_boxes_mask: torch.Tensor, + encoded_boxes_pooled: torch.Tensor, + encoded_text: torch.Tensor, + encoded_text_mask: torch.Tensor, + encoded_text_pooled: torch.Tensor, + pooled_boxes_and_text: torch.Tensor, + labels: Optional[torch.Tensor] = None, + label_weights: Optional[torch.Tensor] = None, + ) -> Dict[str, torch.Tensor]: + pooled_boxes_and_text = pooled_boxes_and_text.transpose(0, 1) + hidden = self.layer1(torch.cat((pooled_outputs[0], pooled_outputs[1]), dim=-1)) + logits = self.layer2(self.activation(hidden)) + probs = torch.softmax(logits, dim=-1) + + output = {"logits": logits, "probs": probs} + + assert label_weights is None + if labels is not None: + output["loss"] = torch.nn.functional.cross_entropy(logits, labels) / logits.size(0) + self.accuracy(logits, labels) + self.fbeta(probs, labels) + + return output + + @overrides + def get_metrics(self, reset: bool = False) -> Dict[str, float]: + result = self.fbeta.get_metric(reset) + result["acc"] = self.accuracy.get_metric(reset) + return result + + def make_output_human_readable( + self, output_dict: Dict[str, torch.Tensor] + ) -> Dict[str, torch.Tensor]: + if len(output_dict) <= 0: + return output_dict + logits = output_dict["logits"] + entailment_answer_index = logits.argmax(-1) + entailment_answer = [ + self.vocab.get_token_from_index(int(i), "labels") for i in entailment_answer_index + ] + output_dict["entailment_answer"] = entailment_answer + return output_dict + + default_predictor = "vilbert_ve" diff --git a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet new file mode 100644 index 000000000..289b6d3f6 --- /dev/null +++ b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet @@ -0,0 +1,126 @@ +local model_name = "bert-large-uncased"; +local num_gpus = 1; +local effective_batch_size = 64; +local gpu_batch_size = effective_batch_size / num_gpus; +local num_epochs = 10; +local patience = 5; +local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); +local num_instances = 86373; + +local construct_vocab = false; + +local vocabulary = if construct_vocab then { + // read the files to construct the vocab + "min_count": {"answers": 9} + } else { + // read the constructed vocab + "type": "from_files", + "directory": std.format( + "https://storage.googleapis.com/allennlp-public-data/vilbert/vilbert_multitask.%s.vocab.tar.gz", + model_name) + }; + +local reader_common = { + [if !construct_vocab then "image_loader"]: "torch", + [if !construct_vocab then "image_featurizer"]: "resnet_backbone", + [if !construct_vocab then "region_detector"]: "faster_rcnn", + "tokenizer": { + "type": "pretrained_transformer", + "model_name": model_name + }, + "token_indexers": { + "tokens": { + "type": "pretrained_transformer", + "model_name": model_name + } + }, + "max_instances": 1000, # DEBUG + "image_processing_batch_size": 16, +}; + +{ + "dataset_reader": { + "type": "multitask", + "readers": { + "nlvr2": reader_common { + "type": "nlvr2", + "image_dir": "/net/nfs2.allennlp/data/vision/nlvr2/images", + [if !construct_vocab then "feature_cache_dir"]: "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache", + } + } + }, + "vocabulary": vocabulary, + "train_data_path": { + "nlvr2": "train", + }, + "validation_data_path": { + "nlvr2": "dev", + }, + "test_data_path": { + "nlvr2": "test", + }, + "model": { + "type": "multitask", + "arg_name_mapping": { + "backbone": {"question": "text", "hypothesis": "text"} + }, + "backbone": { + "type": "vilbert_from_huggingface", + "model_name": model_name, + "image_feature_dim": 1024, + "image_num_hidden_layers": 6, + "image_hidden_size": 1024, + "image_num_attention_heads": 8, + "image_intermediate_size": 1024, + "image_attention_dropout": 0.1, + "image_hidden_dropout": 0.1, + "image_biattention_id": [0, 1, 2, 3, 4, 5], + "text_biattention_id": [6, 7, 8, 9, 10, 11], + "text_fixed_layer": 0, + "image_fixed_layer": 0, + "combined_hidden_size": 1024, + "combined_num_attention_heads": 8, + "pooled_output_dim": 1024, + "fusion_method": "mul" + }, + "heads": { + "nlvr2": { + "type": "nlvr2", + "embedding_dim": 1024 + }, + } + }, + "data_loader": { + "type": "multitask", + "scheduler": { + "batch_size": gpu_batch_size, + }, + "shuffle": true, + //[if !construct_vocab then "max_instances_in_memory"]: 1024*16 + }, + [if num_gpus > 1 then "distributed"]: { + "cuda_devices": std.range(0, num_gpus - 1) + //"cuda_devices": std.repeat([-1], num_gpus) # Use this for debugging on CPU + }, + // Don't train if we're just constructing vocab. The results would be confusing. + [if !construct_vocab then "trainer"]: { + "optimizer": { + "type": "huggingface_adamw", + "lr": 4e-5, + "correct_bias": true, + "weight_decay": 0.01, + "parameter_groups": [[["bias", "LayerNorm\\.weight", "layer_norm\\.weight"], {"weight_decay": 0}]], + }, + "learning_rate_scheduler": { + "type": "linear_with_warmup", + "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) + }, + "validation_metric": ["+gqa_vqa", "+vqa_vqa", "+ve_acc"], + "patience": patience, + "num_epochs": num_epochs, + "num_gradient_accumulation_steps": num_gradient_accumulation_steps, + }, + "random_seed": 876170670, + "numpy_seed": 876170670, + "pytorch_seed": 876170670, +} From 6928a0c524f62fffc109519579893e198c3dc940 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 17:37:10 -0700 Subject: [PATCH 075/106] bug fix + changelog --- CHANGELOG.md | 1 + allennlp_models/vision/models/heads/nlvr2_head.py | 3 +-- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 5d1658d44..91e17b431 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -18,6 +18,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Added a way to initialize the `SrlBert` model without caching/loading pretrained transformer weights. You need to set the `bert_model` parameter to the dictionary form of the corresponding `BertConfig` from HuggingFace. See [PR #257](https://github.com/allenai/allennlp-models/pull/257) for more details. +- Added support for Flickr30k image retrieval, including a data loader, model, and training config. ### Changed diff --git a/allennlp_models/vision/models/heads/nlvr2_head.py b/allennlp_models/vision/models/heads/nlvr2_head.py index 4f0bdc394..46ee39017 100644 --- a/allennlp_models/vision/models/heads/nlvr2_head.py +++ b/allennlp_models/vision/models/heads/nlvr2_head.py @@ -12,7 +12,6 @@ class Nlvr2Head(Head): def __init__(self, vocab: Vocabulary, embedding_dim: int, label_namespace: str = "labels"): super().__init__(vocab) - num_labels = vocab.get_vocab_size(label_namespace) self.label_namespace = label_namespace self.layer1 = torch.nn.Linear(embedding_dim * 2, embedding_dim) @@ -40,7 +39,7 @@ def forward( label_weights: Optional[torch.Tensor] = None, ) -> Dict[str, torch.Tensor]: pooled_boxes_and_text = pooled_boxes_and_text.transpose(0, 1) - hidden = self.layer1(torch.cat((pooled_outputs[0], pooled_outputs[1]), dim=-1)) + hidden = self.layer1(torch.cat((pooled_boxes_and_text[0], pooled_boxes_and_text[1]), dim=-1)) logits = self.layer2(self.activation(hidden)) probs = torch.softmax(logits, dim=-1) From 41a4efb11bbda10389d2a989cc862d40c975b403 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 17:40:38 -0700 Subject: [PATCH 076/106] reformat --- allennlp_models/vision/models/heads/nlvr2_head.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/allennlp_models/vision/models/heads/nlvr2_head.py b/allennlp_models/vision/models/heads/nlvr2_head.py index 46ee39017..906c1b9a0 100644 --- a/allennlp_models/vision/models/heads/nlvr2_head.py +++ b/allennlp_models/vision/models/heads/nlvr2_head.py @@ -39,7 +39,9 @@ def forward( label_weights: Optional[torch.Tensor] = None, ) -> Dict[str, torch.Tensor]: pooled_boxes_and_text = pooled_boxes_and_text.transpose(0, 1) - hidden = self.layer1(torch.cat((pooled_boxes_and_text[0], pooled_boxes_and_text[1]), dim=-1)) + hidden = self.layer1( + torch.cat((pooled_boxes_and_text[0], pooled_boxes_and_text[1]), dim=-1) + ) logits = self.layer2(self.activation(hidden)) probs = torch.softmax(logits, dim=-1) From 1a6e151f51be172bea908b61fcffad521c0d9b84 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 19:05:08 -0700 Subject: [PATCH 077/106] label instead of labels? --- allennlp_models/vision/models/heads/nlvr2_head.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/allennlp_models/vision/models/heads/nlvr2_head.py b/allennlp_models/vision/models/heads/nlvr2_head.py index 906c1b9a0..6d4eef6d8 100644 --- a/allennlp_models/vision/models/heads/nlvr2_head.py +++ b/allennlp_models/vision/models/heads/nlvr2_head.py @@ -35,7 +35,7 @@ def forward( encoded_text_mask: torch.Tensor, encoded_text_pooled: torch.Tensor, pooled_boxes_and_text: torch.Tensor, - labels: Optional[torch.Tensor] = None, + label: Optional[torch.Tensor] = None, label_weights: Optional[torch.Tensor] = None, ) -> Dict[str, torch.Tensor]: pooled_boxes_and_text = pooled_boxes_and_text.transpose(0, 1) From fa5df97a1d7ad60415ac5c568d2dc6b2bb68752d Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 19:06:18 -0700 Subject: [PATCH 078/106] label fix --- allennlp_models/vision/models/heads/nlvr2_head.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/allennlp_models/vision/models/heads/nlvr2_head.py b/allennlp_models/vision/models/heads/nlvr2_head.py index 6d4eef6d8..b9548cb95 100644 --- a/allennlp_models/vision/models/heads/nlvr2_head.py +++ b/allennlp_models/vision/models/heads/nlvr2_head.py @@ -48,10 +48,10 @@ def forward( output = {"logits": logits, "probs": probs} assert label_weights is None - if labels is not None: - output["loss"] = torch.nn.functional.cross_entropy(logits, labels) / logits.size(0) - self.accuracy(logits, labels) - self.fbeta(probs, labels) + if label is not None: + output["loss"] = torch.nn.functional.cross_entropy(logits, label) / logits.size(0) + self.accuracy(logits, label) + self.fbeta(probs, label) return output From b2abffb583abe6064d8f8bbb3ad9cdcafe2f4d6c Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 19:12:06 -0700 Subject: [PATCH 079/106] validation metric --- allennlp_models/vision/models/heads/nlvr2_head.py | 3 ++- training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/allennlp_models/vision/models/heads/nlvr2_head.py b/allennlp_models/vision/models/heads/nlvr2_head.py index b9548cb95..893df3c1a 100644 --- a/allennlp_models/vision/models/heads/nlvr2_head.py +++ b/allennlp_models/vision/models/heads/nlvr2_head.py @@ -58,7 +58,7 @@ def forward( @overrides def get_metrics(self, reset: bool = False) -> Dict[str, float]: result = self.fbeta.get_metric(reset) - result["acc"] = self.accuracy.get_metric(reset) + result["accuracy"] = self.accuracy.get_metric(reset) return result def make_output_human_readable( @@ -74,4 +74,5 @@ def make_output_human_readable( output_dict["entailment_answer"] = entailment_answer return output_dict + # TODO: update default_predictor = "vilbert_ve" diff --git a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet index 289b6d3f6..35f5356a5 100644 --- a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet @@ -115,7 +115,7 @@ local reader_common = { "type": "linear_with_warmup", "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) }, - "validation_metric": ["+gqa_vqa", "+vqa_vqa", "+ve_acc"], + "validation_metric": ["nlvr2_accuracy"], "patience": patience, "num_epochs": num_epochs, "num_gradient_accumulation_steps": num_gradient_accumulation_steps, From 28d289a241ae528c33fe3d2725392e0d5c9ea6f2 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 19:13:07 -0700 Subject: [PATCH 080/106] accuracy --- training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet index 35f5356a5..572c92a3b 100644 --- a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet @@ -115,7 +115,7 @@ local reader_common = { "type": "linear_with_warmup", "warmup_steps" : std.ceil(0.1 * num_instances * num_epochs * num_gradient_accumulation_steps / effective_batch_size) }, - "validation_metric": ["nlvr2_accuracy"], + "validation_metric": ["+nlvr2_accuracy"], "patience": patience, "num_epochs": num_epochs, "num_gradient_accumulation_steps": num_gradient_accumulation_steps, From bc2deb5d3d8cf66ed883500e203c9fe66f075050 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 26 May 2021 19:14:41 -0700 Subject: [PATCH 081/106] full dataset --- training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet index 572c92a3b..a387f677b 100644 --- a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet @@ -34,7 +34,7 @@ local reader_common = { "model_name": model_name } }, - "max_instances": 1000, # DEBUG + // "max_instances": 1000, # DEBUG "image_processing_batch_size": 16, }; From 51401254d73e21f992bea12c8eef44c75588d864 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 27 May 2021 11:39:16 -0700 Subject: [PATCH 082/106] updating ci to make tests pass? --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 21986beda..5c2fcfc59 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -399,7 +399,7 @@ jobs: - name: Patch AllenNLP dependency if: github.event_name == 'push' || github.event_name == 'pull_request' run: | - pip install --upgrade git+https://github.com/allenai/allennlp.git + pip install --upgrade git+https://github.com/allenai/allennlp.git@roll-backbone - name: Debug info run: | From f6de026a2922dfeb80d2a26166abe865a6436fe8 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 27 May 2021 12:08:23 -0700 Subject: [PATCH 083/106] fix --- .github/workflows/ci.yml | 2 +- requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5c2fcfc59..21986beda 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -399,7 +399,7 @@ jobs: - name: Patch AllenNLP dependency if: github.event_name == 'push' || github.event_name == 'pull_request' run: | - pip install --upgrade git+https://github.com/allenai/allennlp.git@roll-backbone + pip install --upgrade git+https://github.com/allenai/allennlp.git - name: Debug info run: | diff --git a/requirements.txt b/requirements.txt index aa612d0ab..cbc1ba1e5 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -git+https://github.com/allenai/allennlp.git@main +git+https://github.com/allenai/allennlp.git@roll-backbone torch>=1.7.0,<1.9.0 From c7d6fbdb5125a710a17301d5fd15a388438438d2 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 27 May 2021 12:22:23 -0700 Subject: [PATCH 084/106] initial model card --- allennlp_models/modelcards/nlvr2-vilbert.json | 69 +++++++++++++++++++ 1 file changed, 69 insertions(+) create mode 100644 allennlp_models/modelcards/nlvr2-vilbert.json diff --git a/allennlp_models/modelcards/nlvr2-vilbert.json b/allennlp_models/modelcards/nlvr2-vilbert.json new file mode 100644 index 000000000..29d80e8c3 --- /dev/null +++ b/allennlp_models/modelcards/nlvr2-vilbert.json @@ -0,0 +1,69 @@ +{ + "id": "nlvr2-vilbert", + "registered_model_name": "nlvr2", + "registered_predictor_name": null, + "display_name": "Visual Entailment", + "task_id": "ve", + "model_details": { + "description": "This model is based on the ViLBERT architecture. The image features are obtained using the ResNet backbone and Faster RCNN (region detection).", + "short_description": "ViLBERT-based model for Visual Entailment.", + "developed_by": "Lu et al", + "contributed_by": "Akshita Bhagia", + "date": "2021-03-04", + "version": "2", + "model_type": "ViLBERT based on BERT large", + "paper": { + "citation": "\n@inproceedings{Lu2019ViLBERTPT,\ntitle={ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks},\nauthor={Jiasen Lu and Dhruv Batra and D. Parikh and Stefan Lee},\nbooktitle={NeurIPS},\nyear={2019}", + "title": "ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks", + "url": "https://api.semanticscholar.org/CorpusID:199453025" + }, + "license": null, + "contact": "allennlp-contact@allenai.org" + }, + "intended_use": { + "primary_uses": "This model is developed for the AllenNLP demo.", + "primary_users": null, + "out_of_scope_use_cases": null + }, + "factors": { + "relevant_factors": null, + "evaluation_factors": null + }, + "metrics": { + "model_performance_measures": "Accuracy and F1-score", + "decision_thresholds": null, + "variation_approaches": null + }, + "evaluation_data": { + "dataset": { + "name": "Stanford Natural Language Inference - Visual Entailment(SNLI-VE) dev set", + "url": "https://github.com/necla-ml/SNLI-VE", + "notes": "Evaluation requires a large amount of images to be accessible locally, so we cannot provide a command you can easily copy and paste." + }, + "motivation": null, + "preprocessing": null + }, + "training_data": { + "dataset": { + "name": "Stanford Natural Language Inference - Visual Entailment(SNLI-VE) train set", + "url": "https://github.com/necla-ml/SNLI-VE" + }, + "motivation": null, + "preprocessing": null + }, + "quantitative_analyses": { + "unitary_results": null, + "intersectional_results": null + }, + "model_ethical_considerations": { + "ethical_considerations": null + }, + "model_caveats_and_recommendations": { + "caveats_and_recommendations": "This model is trained on the original SNLI-VE dataset. [Subsequent work](https://api.semanticscholar.org/CorpusID:215415945) has found that an estimated 31% of `neutral` labels in the dataset are incorrect. The `e-SNLI-VE-2.0` dataset contains the re-annotated validation and test sets." + }, + "model_usage": { + "archive_file": "visual-entailment-torchvision-2021.03.04.tar.gz", + "training_config": "vilbert_ve_pretrained.jsonnet", + "install_instructions": "pip install allennlp==1.0.0 allennlp-models==1.0.0" + } +} \ No newline at end of file From 07315d7920e1e60158c2d6511e1407cfef94dcbc Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 27 May 2021 12:59:39 -0700 Subject: [PATCH 085/106] fixing ci --- README.md | 2 + .../modelcards/nlvr2-vilbert-head.json | 66 ++++++++++++++++++ allennlp_models/modelcards/nlvr2-vilbert.json | 29 ++++---- .../images/nlvr2/train-10171-0-img0.png | Bin 0 -> 37252 bytes 4 files changed, 81 insertions(+), 16 deletions(-) create mode 100644 allennlp_models/modelcards/nlvr2-vilbert-head.json create mode 100644 test_fixtures/vision/images/nlvr2/train-10171-0-img0.png diff --git a/README.md b/README.md index 79c5a7eb7..8ee9fff51 100644 --- a/README.md +++ b/README.md @@ -153,6 +153,8 @@ Here is a list of pre-trained models currently available. - [`mc-roberta-commonsenseqa`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-commonsenseqa.json) - RoBERTa-based multiple choice model for CommonSenseQA. - [`mc-roberta-piqa`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-piqa.json) - RoBERTa-based multiple choice model for PIQA. - [`mc-roberta-swag`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-swag.json) - RoBERTa-based multiple choice model for SWAG. +- [`nlvr2-vilbert`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert-head.json) - ViLBERT-based model for Visual Entailment. +- [`nlvr2-vilbert`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert.json) - ViLBERT-based model for Visual Entailment. - [`pair-classification-decomposable-attention-elmo`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/pair-classification-decomposable-attention-elmo.json) - The decomposable attention model (Parikh et al, 2017) combined with ELMo embeddings trained on SNLI. - [`pair-classification-esim`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/pair-classification-esim.json) - Enhanced LSTM trained on SNLI. - [`pair-classification-roberta-mnli`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/pair-classification-roberta-mnli.json) - RoBERTa finetuned on MNLI. diff --git a/allennlp_models/modelcards/nlvr2-vilbert-head.json b/allennlp_models/modelcards/nlvr2-vilbert-head.json new file mode 100644 index 000000000..c57ccc01e --- /dev/null +++ b/allennlp_models/modelcards/nlvr2-vilbert-head.json @@ -0,0 +1,66 @@ +{ + "id": "nlvr2-vilbert", + "registered_model_name": "nlvr2", + "registered_predictor_name": null, + "display_name": "Visual Entailment - NLVR2", + "task_id": "nlvr2", + "model_details": { + "description": "This model is based on the ViLBERT architecture. The image features are obtained using the ResNet backbone and Faster RCNN (region detection).", + "short_description": "ViLBERT-based model for Visual Entailment.", + "developed_by": "Lu et al", + "contributed_by": "Jacob Morrison", + "date": "2021-05-27", + "version": "2", + "model_type": "ViLBERT based on BERT large", + "paper": { + "citation": "\n@inproceedings{Lu2019ViLBERTPT,\ntitle={ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks},\nauthor={Jiasen Lu and Dhruv Batra and D. Parikh and Stefan Lee},\nbooktitle={NeurIPS},\nyear={2019}", + "title": "ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks", + "url": "https://api.semanticscholar.org/CorpusID:199453025" + }, + "license": null, + "contact": "allennlp-contact@allenai.org" + }, + "intended_use": { + "primary_uses": "This model is developed for the AllenNLP demo.", + "primary_users": null, + "out_of_scope_use_cases": null + }, + "factors": { + "relevant_factors": null, + "evaluation_factors": null + }, + "metrics": { + "model_performance_measures": "Accuracy and F1-score", + "decision_thresholds": null, + "variation_approaches": null + }, + "evaluation_data": { + "dataset": { + "name": "Natural Language for Visual Reasoning For Real dev set", + "url": "https://github.com/lil-lab/nlvr/tree/master/nlvr2", + "notes": "Evaluation requires a large amount of images to be accessible locally, so we cannot provide a command you can easily copy and paste." + }, + "motivation": null, + "preprocessing": null + }, + "training_data": { + "dataset": { + "name": "Natural Language for Visual Reasoning For Real train set", + "url": "https://github.com/lil-lab/nlvr/tree/master/nlvr2" + }, + "motivation": null, + "preprocessing": null + }, + "quantitative_analyses": { + "unitary_results": "On the validation set:\nF1: 33.7%\nAccuracy: 50.8%.\nThese scores do not match the performance in the VilBERT paper. Please contact us if you want to match those scores!", + "intersectional_results": null + }, + "model_ethical_considerations": { + "ethical_considerations": null + }, + "model_usage": { + "archive_file": "vilbert-nlvr2-2021.05.27.tar.gz", + "training_config": "vilbert_nlvr2_pretrained.jsonnet", + "install_instructions": "pip install allennlp==2.5.0 allennlp-models==2.5.0" + } +} \ No newline at end of file diff --git a/allennlp_models/modelcards/nlvr2-vilbert.json b/allennlp_models/modelcards/nlvr2-vilbert.json index 29d80e8c3..7f6254bc1 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert.json +++ b/allennlp_models/modelcards/nlvr2-vilbert.json @@ -2,14 +2,14 @@ "id": "nlvr2-vilbert", "registered_model_name": "nlvr2", "registered_predictor_name": null, - "display_name": "Visual Entailment", - "task_id": "ve", + "display_name": "Visual Entailment - NLVR2", + "task_id": "nlvr2", "model_details": { - "description": "This model is based on the ViLBERT architecture. The image features are obtained using the ResNet backbone and Faster RCNN (region detection).", + "description": "This model is based on the ViLBERT multitask architecture. The image features are obtained using the ResNet backbone and Faster RCNN (region detection).", "short_description": "ViLBERT-based model for Visual Entailment.", "developed_by": "Lu et al", - "contributed_by": "Akshita Bhagia", - "date": "2021-03-04", + "contributed_by": "Jacob Morrison", + "date": "2021-05-27", "version": "2", "model_type": "ViLBERT based on BERT large", "paper": { @@ -36,8 +36,8 @@ }, "evaluation_data": { "dataset": { - "name": "Stanford Natural Language Inference - Visual Entailment(SNLI-VE) dev set", - "url": "https://github.com/necla-ml/SNLI-VE", + "name": "Natural Language for Visual Reasoning For Real dev set", + "url": "https://github.com/lil-lab/nlvr/tree/master/nlvr2", "notes": "Evaluation requires a large amount of images to be accessible locally, so we cannot provide a command you can easily copy and paste." }, "motivation": null, @@ -45,25 +45,22 @@ }, "training_data": { "dataset": { - "name": "Stanford Natural Language Inference - Visual Entailment(SNLI-VE) train set", - "url": "https://github.com/necla-ml/SNLI-VE" + "name": "Natural Language for Visual Reasoning For Real train set", + "url": "https://github.com/lil-lab/nlvr/tree/master/nlvr2" }, "motivation": null, "preprocessing": null }, "quantitative_analyses": { - "unitary_results": null, + "unitary_results": "On the validation set:\nF1: 33.7%\nAccuracy: 50.8%.\nThese scores do not match the performance in the VilBERT paper. Please contact us if you want to match those scores!", "intersectional_results": null }, "model_ethical_considerations": { "ethical_considerations": null }, - "model_caveats_and_recommendations": { - "caveats_and_recommendations": "This model is trained on the original SNLI-VE dataset. [Subsequent work](https://api.semanticscholar.org/CorpusID:215415945) has found that an estimated 31% of `neutral` labels in the dataset are incorrect. The `e-SNLI-VE-2.0` dataset contains the re-annotated validation and test sets." - }, "model_usage": { - "archive_file": "visual-entailment-torchvision-2021.03.04.tar.gz", - "training_config": "vilbert_ve_pretrained.jsonnet", - "install_instructions": "pip install allennlp==1.0.0 allennlp-models==1.0.0" + "archive_file": "vilbert-nlvr2-2021.05.27.tar.gz", + "training_config": "vilbert_nlvr2_pretrained.jsonnet", + "install_instructions": "pip install allennlp==2.5.0 allennlp-models==2.5.0" } } \ No newline at end of file diff --git a/test_fixtures/vision/images/nlvr2/train-10171-0-img0.png b/test_fixtures/vision/images/nlvr2/train-10171-0-img0.png new file mode 100644 index 0000000000000000000000000000000000000000..4d59b18635b5ad1770f1ba33605158eb48a94753 GIT binary patch literal 37252 zcmdRVXH-+~x8?~61Q0^kL;?g7q^dMAp%*Cu=}n4C69fbkdJzdhP%s8a0D)iV9R#Hp z8%PHQ1O%ig0@6jQAfgWcxwB^0nlE?mowC-vSvz0OS;_mHWWUcY&;C2{cNX9_(#Puq zAP@k6j$gpvDL@xsWnqD`Ftb9TP&PJJb`E|{juR(15WIX`{6eQigoREcktobL36z*D 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zIsX7Tu2mOnkcD3{W+17I4iG0S-n@4D)S_+f(Yf1#2^r*{Uw{6!Fq@ZA<-W#dz*0E& z&!-g0B9VCcn5u!2aqrH1bfH;nCMv|}M(4{gBoGEi(w-VcU`pd4dIA1=4k;3MT!vE0 z>Im8g$~s`4{Pqp%kb;e{OzaGEYvJ=9*$eT<^i!SZ!aI^6qKs(C$ec-sy@7fc_lq Date: Fri, 28 May 2021 12:40:59 -0700 Subject: [PATCH 091/106] tokens have same rolled dims as images --- allennlp_models/vision/dataset_readers/nlvr2.py | 5 +++-- tests/vision/dataset_readers/nlvr2_test.py | 5 +++-- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index cd1e35e60..1f933edaf 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -208,7 +208,7 @@ def text_to_instance( box_features2, box_coordinates2, box_mask2 = self.extract_image_features(image2, use_cache) fields = { - "hypothesis": hypothesis_field, + "hypothesis": ListField([hypothesis_field, hypothesis_field]), "box_features": ListField([box_features1, box_features2]), "box_coordinates": ListField([box_coordinates1, box_coordinates2]), "box_mask": ListField([box_mask1, box_mask2]), @@ -224,4 +224,5 @@ def text_to_instance( @overrides def apply_token_indexers(self, instance: Instance) -> None: - instance["hypothesis"].token_indexers = self._token_indexers # type: ignore + instance["hypothesis"][0].token_indexers = self._token_indexers # type: ignore + instance["hypothesis"][1].token_indexers = self._token_indexers # type: ignore diff --git a/tests/vision/dataset_readers/nlvr2_test.py b/tests/vision/dataset_readers/nlvr2_test.py index fdbf57822..0eb6a4f44 100644 --- a/tests/vision/dataset_readers/nlvr2_test.py +++ b/tests/vision/dataset_readers/nlvr2_test.py @@ -27,8 +27,9 @@ def test_read(self): instance = instances[0] assert len(instance.fields) == 6 - assert len(instance["hypothesis"]) == 18 - hypothesis_tokens = [t.text for t in instance["hypothesis"]] + assert instance["hypothesis"][0] == instance["hypothesis"][1] + assert len(instance["hypothesis"][0]) == 18 + hypothesis_tokens = [t.text for t in instance["hypothesis"][0]] assert hypothesis_tokens[:6] == ["The", "right", "image", "shows", "a", "curving"] assert instance["label"].label == 0 assert instances[1]["label"].label == 1 From 23b7b397b123a5727ac4da325cce902cd8160b10 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 1 Jun 2021 11:17:45 -0700 Subject: [PATCH 092/106] fix nlvr2 model names --- allennlp_models/modelcards/nlvr2-vilbert-head.json | 2 +- allennlp_models/modelcards/nlvr2-vilbert.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/modelcards/nlvr2-vilbert-head.json b/allennlp_models/modelcards/nlvr2-vilbert-head.json index c57ccc01e..c353431bb 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert-head.json +++ b/allennlp_models/modelcards/nlvr2-vilbert-head.json @@ -59,7 +59,7 @@ "ethical_considerations": null }, "model_usage": { - "archive_file": "vilbert-nlvr2-2021.05.27.tar.gz", + "archive_file": "vilbert-nlvr2-head-2021.06.01.tar.gz", "training_config": "vilbert_nlvr2_pretrained.jsonnet", "install_instructions": "pip install allennlp==2.5.0 allennlp-models==2.5.0" } diff --git a/allennlp_models/modelcards/nlvr2-vilbert.json b/allennlp_models/modelcards/nlvr2-vilbert.json index 7f6254bc1..819d58279 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert.json +++ b/allennlp_models/modelcards/nlvr2-vilbert.json @@ -59,7 +59,7 @@ "ethical_considerations": null }, "model_usage": { - "archive_file": "vilbert-nlvr2-2021.05.27.tar.gz", + "archive_file": "vilbert-nlvr2-2021.06.01.tar.gz", "training_config": "vilbert_nlvr2_pretrained.jsonnet", "install_instructions": "pip install allennlp==2.5.0 allennlp-models==2.5.0" } From 0ee90058e37f59b63b8303c9fe90439e8b966fe1 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Tue, 1 Jun 2021 13:14:10 -0700 Subject: [PATCH 093/106] updating reqs --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index cbc1ba1e5..4e44a10bd 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -git+https://github.com/allenai/allennlp.git@roll-backbone +git+https://github.com/allenai/allennlp.git torch>=1.7.0,<1.9.0 From afb93c498b5c92f3cb3bfe37ca81d8c9c67f2402 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 2 Jun 2021 10:56:09 -0700 Subject: [PATCH 094/106] fixes --- .../vision/dataset_readers/nlvr2.py | 15 +++-------- .../vision/models/heads/nlvr2_head.py | 3 +-- allennlp_models/vision/models/nlvr2.py | 6 ++--- requirements.txt | 2 +- .../vilbert_nlvr2_head_pretrained.jsonnet | 25 ++++--------------- 5 files changed, 13 insertions(+), 38 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 1f933edaf..1788cdc25 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -50,12 +50,6 @@ class Nlvr2Reader(VisionReader): If given, the reader will attempt to use the featurized image cache in this directory. Caching the featurized images can result in big performance improvements, so it is recommended to set this. - data_dir: `str` - Path to directory containing text files for each dataset split. These files contain - the hypotheses and metadata for each task instance. If this is `None`, we will grab the - files from the official NLVR github repository. - feature_cache_dir: `str`, optional - Path to a directory that will contain a cache of featurized images. tokenizer: `Tokenizer`, optional, defaults to `PretrainedTransformerTokenizer("bert-base-uncased")` token_indexers: `Dict[str, TokenIndexer]`, optional, defaults to`{"tokens": PretrainedTransformerIndexer("bert-base-uncased")}` @@ -64,6 +58,8 @@ class Nlvr2Reader(VisionReader): max_instances: `int`, optional If set, the reader only returns the first `max_instances` instances, and then stops. This is useful for testing. + image_processing_batch_size: `int` + The number of images to process at one time while featurizing. Default is 8. """ def __init__( @@ -73,13 +69,12 @@ def __init__( image_loader: Optional[ImageLoader] = None, image_featurizer: Optional[Lazy[GridEmbedder]] = None, region_detector: Optional[Lazy[RegionDetector]] = None, - answer_vocab: Optional[Union[Vocabulary, str]] = None, # ## - feature_cache_dir: Optional[Union[str, PathLike]] = None, # ## (fix above) + feature_cache_dir: Optional[Union[str, PathLike]] = None, tokenizer: Optional[Tokenizer] = None, token_indexers: Optional[Dict[str, TokenIndexer]] = None, cuda_device: Optional[Union[int, torch.device]] = None, max_instances: Optional[int] = None, - image_processing_batch_size: int = 8, # ## + image_processing_batch_size: int = 8, write_to_cache: bool = True, # ## ) -> None: run_featurization = image_loader and image_featurizer and region_detector @@ -106,7 +101,6 @@ def __init__( write_to_cache=write_to_cache, ) - # TODO: fix this? github_url = "https://raw.githubusercontent.com/lil-lab/nlvr/" nlvr_commit = "68a11a766624a5b665ec7594982b8ecbedc728c7" data_dir = f"{github_url}{nlvr_commit}/nlvr2/data" @@ -119,7 +113,6 @@ def __init__( "unbalanced_dev": f"{data_dir}/balanced/unbalanced_dev.json", "unbalanced_test": f"{data_dir}/balanced/unbalanced_test1.json", } - # end TODO @overrides def _read(self, split_or_filename: str): diff --git a/allennlp_models/vision/models/heads/nlvr2_head.py b/allennlp_models/vision/models/heads/nlvr2_head.py index 893df3c1a..64fa4402c 100644 --- a/allennlp_models/vision/models/heads/nlvr2_head.py +++ b/allennlp_models/vision/models/heads/nlvr2_head.py @@ -74,5 +74,4 @@ def make_output_human_readable( output_dict["entailment_answer"] = entailment_answer return output_dict - # TODO: update - default_predictor = "vilbert_ve" + default_predictor = "nlvr2" diff --git a/allennlp_models/vision/models/nlvr2.py b/allennlp_models/vision/models/nlvr2.py index 9b7cf53fe..8699d9971 100644 --- a/allennlp_models/vision/models/nlvr2.py +++ b/allennlp_models/vision/models/nlvr2.py @@ -25,8 +25,8 @@ class Nlvr2Model(VisionTextModel): """ Model for visual entailment task based on the paper - [Visual Entailment: A Novel Task for Fine-Grained Image Understanding] - (https://api.semanticscholar.org/CorpusID:58981654). + [A Corpus for Reasoning About Natural Language Grounded in Photographs] + (https://api.semanticscholar.org/CorpusID:53178856). # Parameters @@ -51,8 +51,6 @@ def __init__( dropout: float = 0.1, label_namespace: str = "labels", *, - ignore_text: bool = False, - ignore_image: bool = False, ) -> None: super().__init__( diff --git a/requirements.txt b/requirements.txt index 4e44a10bd..aa612d0ab 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,4 @@ -git+https://github.com/allenai/allennlp.git +git+https://github.com/allenai/allennlp.git@main torch>=1.7.0,<1.9.0 diff --git a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet index a387f677b..4c4cde7a5 100644 --- a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet @@ -7,23 +7,11 @@ local patience = 5; local num_gradient_accumulation_steps = effective_batch_size / gpu_batch_size / std.max(1, num_gpus); local num_instances = 86373; -local construct_vocab = false; - -local vocabulary = if construct_vocab then { - // read the files to construct the vocab - "min_count": {"answers": 9} - } else { - // read the constructed vocab - "type": "from_files", - "directory": std.format( - "https://storage.googleapis.com/allennlp-public-data/vilbert/vilbert_multitask.%s.vocab.tar.gz", - model_name) - }; local reader_common = { - [if !construct_vocab then "image_loader"]: "torch", - [if !construct_vocab then "image_featurizer"]: "resnet_backbone", - [if !construct_vocab then "region_detector"]: "faster_rcnn", + "image_loader": "torch", + "region_detector": "faster_rcnn", + "image_featurizer": "resnet_backbone", "tokenizer": { "type": "pretrained_transformer", "model_name": model_name @@ -45,11 +33,10 @@ local reader_common = { "nlvr2": reader_common { "type": "nlvr2", "image_dir": "/net/nfs2.allennlp/data/vision/nlvr2/images", - [if !construct_vocab then "feature_cache_dir"]: "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache", + "feature_cache_dir": "/net/nfs2.allennlp/data/vision/nlvr2/feature_cache", } } }, - "vocabulary": vocabulary, "train_data_path": { "nlvr2": "train", }, @@ -96,14 +83,12 @@ local reader_common = { "batch_size": gpu_batch_size, }, "shuffle": true, - //[if !construct_vocab then "max_instances_in_memory"]: 1024*16 }, [if num_gpus > 1 then "distributed"]: { "cuda_devices": std.range(0, num_gpus - 1) //"cuda_devices": std.repeat([-1], num_gpus) # Use this for debugging on CPU }, - // Don't train if we're just constructing vocab. The results would be confusing. - [if !construct_vocab then "trainer"]: { + "trainer": { "optimizer": { "type": "huggingface_adamw", "lr": 4e-5, From 5c3af8f8a2c5befee9f83d3702c5b38c6efac136 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 2 Jun 2021 11:07:09 -0700 Subject: [PATCH 095/106] cleanup + debug --- allennlp_models/vision/dataset_readers/nlvr2.py | 1 - allennlp_models/vision/models/nlvr2.py | 1 - training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet | 2 +- 3 files changed, 1 insertion(+), 3 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 1788cdc25..344a9e4c9 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -14,7 +14,6 @@ from allennlp.data.instance import Instance from allennlp.data.token_indexers import TokenIndexer from allennlp.data.tokenizers import Tokenizer -from allennlp.data.vocabulary import Vocabulary from allennlp.modules.vision.grid_embedder import GridEmbedder from allennlp.modules.vision.region_detector import RegionDetector diff --git a/allennlp_models/vision/models/nlvr2.py b/allennlp_models/vision/models/nlvr2.py index 8699d9971..8ea5549cf 100644 --- a/allennlp_models/vision/models/nlvr2.py +++ b/allennlp_models/vision/models/nlvr2.py @@ -50,7 +50,6 @@ def __init__( fusion_method: str = "mul", dropout: float = 0.1, label_namespace: str = "labels", - *, ) -> None: super().__init__( diff --git a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet index 4c4cde7a5..c635a2b55 100644 --- a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet @@ -22,7 +22,7 @@ local reader_common = { "model_name": model_name } }, - // "max_instances": 1000, # DEBUG + "max_instances": 1000, # DEBUG "image_processing_batch_size": 16, }; From 0cb4ce5062a59fc975f78f5622facb90ddbe971b Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 2 Jun 2021 11:21:44 -0700 Subject: [PATCH 096/106] fix --- allennlp_models/vision/models/nlvr2.py | 3 +++ training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet | 2 +- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/allennlp_models/vision/models/nlvr2.py b/allennlp_models/vision/models/nlvr2.py index 8ea5549cf..e322d9f05 100644 --- a/allennlp_models/vision/models/nlvr2.py +++ b/allennlp_models/vision/models/nlvr2.py @@ -50,6 +50,9 @@ def __init__( fusion_method: str = "mul", dropout: float = 0.1, label_namespace: str = "labels", + *, + ignore_text: bool = False, + ignore_image: bool = False, ) -> None: super().__init__( diff --git a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet index c635a2b55..4c4cde7a5 100644 --- a/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet +++ b/training_config/vision/vilbert_nlvr2_head_pretrained.jsonnet @@ -22,7 +22,7 @@ local reader_common = { "model_name": model_name } }, - "max_instances": 1000, # DEBUG + // "max_instances": 1000, # DEBUG "image_processing_batch_size": 16, }; From 7020d84c328aec197a13944ce88f124faf05edae Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 2 Jun 2021 11:37:34 -0700 Subject: [PATCH 097/106] updating comment --- allennlp_models/vision/dataset_readers/nlvr2.py | 1 - 1 file changed, 1 deletion(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 344a9e4c9..4dbe4bd9a 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -24,7 +24,6 @@ @DatasetReader.register("nlvr2") class Nlvr2Reader(VisionReader): - # TODO: update comment """ Reads the NLVR2 dataset from http://lil.nlp.cornell.edu/nlvr/. In this task, the model is presented with two images and a hypothesis referring to those images. From 539eee68c6947849ee7de68b6952685355afff80 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Wed, 2 Jun 2021 14:48:21 -0700 Subject: [PATCH 098/106] Fixing changelog --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index f4f95adfc..92923782d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -19,7 +19,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Added a way to initialize the `SrlBert` model without caching/loading pretrained transformer weights. You need to set the `bert_model` parameter to the dictionary form of the corresponding `BertConfig` from HuggingFace. See [PR #257](https://github.com/allenai/allennlp-models/pull/257) for more details. -- Added support for Flickr30k image retrieval, including a data loader, model, and training config. +- Added support for NLVR2 visual entailment, including a data loader, two models, and training configs. ### Changed From 31afb9b13f5eefeba914664c1893cc6b2486338c Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 3 Jun 2021 12:38:37 -0700 Subject: [PATCH 099/106] fixing comments --- allennlp_models/vision/dataset_readers/nlvr2.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 4dbe4bd9a..911e8a491 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -32,6 +32,7 @@ class Nlvr2Reader(VisionReader): fields "box_features" and "box_coordinates". In addition to that, it produces a `TextField` called "hypothesis", and a `MetadataField` called "identifier". The latter contains the question id from the question set. + Parameters ---------- image_dir: `str` @@ -73,7 +74,7 @@ def __init__( cuda_device: Optional[Union[int, torch.device]] = None, max_instances: Optional[int] = None, image_processing_batch_size: int = 8, - write_to_cache: bool = True, # ## + write_to_cache: bool = True, ) -> None: run_featurization = image_loader and image_featurizer and region_detector if image_dir is None and run_featurization: @@ -186,12 +187,12 @@ def extract_image_features(self, image: Union[str, Tuple[Tensor, Tensor]], use_c @overrides def text_to_instance( - self, + self, # type: ignore identifier: Optional[str], hypothesis: str, image1: Union[str, Tuple[Tensor, Tensor]], image2: Union[str, Tuple[Tensor, Tensor]], - label: bool, # type: ignore + label: bool, use_cache: bool = True, ) -> Instance: hypothesis_field = TextField(self._tokenizer.tokenize(hypothesis), None) From 65787777b18d1560ffa5fcb058806eb3799a8c6d Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 3 Jun 2021 12:41:10 -0700 Subject: [PATCH 100/106] Update README.md Co-authored-by: Pete --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8ee9fff51..c7c30c67a 100644 --- a/README.md +++ b/README.md @@ -153,7 +153,7 @@ Here is a list of pre-trained models currently available. - [`mc-roberta-commonsenseqa`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-commonsenseqa.json) - RoBERTa-based multiple choice model for CommonSenseQA. - [`mc-roberta-piqa`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-piqa.json) - RoBERTa-based multiple choice model for PIQA. - [`mc-roberta-swag`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-swag.json) - RoBERTa-based multiple choice model for SWAG. -- [`nlvr2-vilbert`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert-head.json) - ViLBERT-based model for Visual Entailment. +- [`nlvr2-vilbert-head`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert-head.json) - ViLBERT-based model for Visual Entailment. - [`nlvr2-vilbert`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert.json) - ViLBERT-based model for Visual Entailment. - [`pair-classification-decomposable-attention-elmo`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/pair-classification-decomposable-attention-elmo.json) - The decomposable attention model (Parikh et al, 2017) combined with ELMo embeddings trained on SNLI. - [`pair-classification-esim`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/pair-classification-esim.json) - Enhanced LSTM trained on SNLI. From 63859937e36148a615a3a3ab0b73a51f5aea7377 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 3 Jun 2021 13:32:55 -0700 Subject: [PATCH 101/106] Update allennlp_models/modelcards/nlvr2-vilbert-head.json Co-authored-by: Pete --- allennlp_models/modelcards/nlvr2-vilbert-head.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/modelcards/nlvr2-vilbert-head.json b/allennlp_models/modelcards/nlvr2-vilbert-head.json index c353431bb..f15bb38f2 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert-head.json +++ b/allennlp_models/modelcards/nlvr2-vilbert-head.json @@ -61,6 +61,6 @@ "model_usage": { "archive_file": "vilbert-nlvr2-head-2021.06.01.tar.gz", "training_config": "vilbert_nlvr2_pretrained.jsonnet", - "install_instructions": "pip install allennlp==2.5.0 allennlp-models==2.5.0" + "install_instructions": "pip install allennlp>=2.5.1 allennlp-models>=2.5.1" } -} \ No newline at end of file +} From 0054d1d523886fd8d9d82c1be33cbbbb34198d36 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 3 Jun 2021 13:33:01 -0700 Subject: [PATCH 102/106] Update allennlp_models/vision/dataset_readers/nlvr2.py Co-authored-by: Pete --- allennlp_models/vision/dataset_readers/nlvr2.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 911e8a491..0f19a2a6f 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -25,7 +25,7 @@ @DatasetReader.register("nlvr2") class Nlvr2Reader(VisionReader): """ - Reads the NLVR2 dataset from http://lil.nlp.cornell.edu/nlvr/. + Reads the NLVR2 dataset from [http://lil.nlp.cornell.edu/nlvr/](http://lil.nlp.cornell.edu/nlvr/). In this task, the model is presented with two images and a hypothesis referring to those images. The task for the model is to identify whether the hypothesis is true or false. Accordingly, the instances produced by this reader contain two images, featurized into the From 4cb8dd71389c517214409b03527c10adaada9e13 Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 3 Jun 2021 13:37:26 -0700 Subject: [PATCH 103/106] Updating model card text --- allennlp_models/modelcards/nlvr2-vilbert-head.json | 2 +- allennlp_models/modelcards/nlvr2-vilbert.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/modelcards/nlvr2-vilbert-head.json b/allennlp_models/modelcards/nlvr2-vilbert-head.json index c353431bb..5a9dffcc1 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert-head.json +++ b/allennlp_models/modelcards/nlvr2-vilbert-head.json @@ -52,7 +52,7 @@ "preprocessing": null }, "quantitative_analyses": { - "unitary_results": "On the validation set:\nF1: 33.7%\nAccuracy: 50.8%.\nThese scores do not match the performance in the VilBERT paper. Please contact us if you want to match those scores!", + "unitary_results": "On the validation set:\nF1: 33.7%\nAccuracy: 50.8%.\nThese scores do not match the performance in the 12-in-1 paper because this was trained as a standalone task, not as part of a multitask setup. Please contact us if you want to match those scores!", "intersectional_results": null }, "model_ethical_considerations": { diff --git a/allennlp_models/modelcards/nlvr2-vilbert.json b/allennlp_models/modelcards/nlvr2-vilbert.json index 819d58279..6cb4e714c 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert.json +++ b/allennlp_models/modelcards/nlvr2-vilbert.json @@ -52,7 +52,7 @@ "preprocessing": null }, "quantitative_analyses": { - "unitary_results": "On the validation set:\nF1: 33.7%\nAccuracy: 50.8%.\nThese scores do not match the performance in the VilBERT paper. Please contact us if you want to match those scores!", + "unitary_results": "On the validation set:\nF1: 33.7%\nAccuracy: 50.8%.\nThese scores do not match the performance in the 12-in-1 paper because this was trained as a standalone task, not as part of a multitask setup. Please contact us if you want to match those scores!", "intersectional_results": null }, "model_ethical_considerations": { From 6b0d02972d2b33fdd426ce88de1284f55d29e83a Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Thu, 3 Jun 2021 13:39:01 -0700 Subject: [PATCH 104/106] Update allennlp_models/modelcards/nlvr2-vilbert.json Co-authored-by: Pete --- allennlp_models/modelcards/nlvr2-vilbert.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/allennlp_models/modelcards/nlvr2-vilbert.json b/allennlp_models/modelcards/nlvr2-vilbert.json index 6cb4e714c..966ee3adb 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert.json +++ b/allennlp_models/modelcards/nlvr2-vilbert.json @@ -61,6 +61,6 @@ "model_usage": { "archive_file": "vilbert-nlvr2-2021.06.01.tar.gz", "training_config": "vilbert_nlvr2_pretrained.jsonnet", - "install_instructions": "pip install allennlp==2.5.0 allennlp-models==2.5.0" + "install_instructions": "pip install allennlp>=2.5.1 allennlp-models>=2.5.1" } -} \ No newline at end of file +} From 54d9e799b5a1bdbf2b15a5536151a503e7bc7f27 Mon Sep 17 00:00:00 2001 From: epwalsh Date: Fri, 4 Jun 2021 08:41:04 -0700 Subject: [PATCH 105/106] fix formatting --- README.md | 2 +- allennlp_models/vision/dataset_readers/nlvr2.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index bd42b66c5..b1cf2e0b7 100644 --- a/README.md +++ b/README.md @@ -153,7 +153,7 @@ Here is a list of pre-trained models currently available. - [`mc-roberta-commonsenseqa`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-commonsenseqa.json) - RoBERTa-based multiple choice model for CommonSenseQA. - [`mc-roberta-piqa`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-piqa.json) - RoBERTa-based multiple choice model for PIQA. - [`mc-roberta-swag`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/mc-roberta-swag.json) - RoBERTa-based multiple choice model for SWAG. -- [`nlvr2-vilbert-head`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert-head.json) - ViLBERT-based model for Visual Entailment. +- [`nlvr2-vilbert`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert-head.json) - ViLBERT-based model for Visual Entailment. - [`nlvr2-vilbert`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/nlvr2-vilbert.json) - ViLBERT-based model for Visual Entailment. - [`pair-classification-binary-gender-bias-mitigated-roberta-snli`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/pair-classification-binary-gender-bias-mitigated-roberta-snli.json) - RoBERTa finetuned on SNLI with binary gender bias mitigation. - [`pair-classification-decomposable-attention-elmo`](https://github.com/allenai/allennlp-models/tree/main/allennlp_models/modelcards/pair-classification-decomposable-attention-elmo.json) - The decomposable attention model (Parikh et al, 2017) combined with ELMo embeddings trained on SNLI. diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 0f19a2a6f..659142fc4 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -187,7 +187,7 @@ def extract_image_features(self, image: Union[str, Tuple[Tensor, Tensor]], use_c @overrides def text_to_instance( - self, # type: ignore + self, # type: ignore identifier: Optional[str], hypothesis: str, image1: Union[str, Tuple[Tensor, Tensor]], From 4aac1d52697c8e361b487d5cb4bc2ae97406597e Mon Sep 17 00:00:00 2001 From: Jacob Morrison Date: Fri, 4 Jun 2021 15:36:23 -0700 Subject: [PATCH 106/106] explaining more about the backbone vs head --- allennlp_models/modelcards/nlvr2-vilbert-head.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/allennlp_models/modelcards/nlvr2-vilbert-head.json b/allennlp_models/modelcards/nlvr2-vilbert-head.json index 485b0adbb..37a2d81a2 100644 --- a/allennlp_models/modelcards/nlvr2-vilbert-head.json +++ b/allennlp_models/modelcards/nlvr2-vilbert-head.json @@ -5,7 +5,7 @@ "display_name": "Visual Entailment - NLVR2", "task_id": "nlvr2", "model_details": { - "description": "This model is based on the ViLBERT architecture. The image features are obtained using the ResNet backbone and Faster RCNN (region detection).", + "description": "This model uses a VilBERT-based backbone with an NLVR2-specific model head. The image features are obtained using the ResNet backbone and Faster RCNN (region detection).", "short_description": "ViLBERT-based model for Visual Entailment.", "developed_by": "Lu et al", "contributed_by": "Jacob Morrison",

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zIsX7Tu2mOnkcD3{W+17I4iG0S-n@4D)S_+f(Yf1#2^r*{Uw{6!Fq@ZA<-W#dz*0E& z&!-g0B9VCcn5u!2aqrH1bfH;nCMv|}M(4{gBoGEi(w-VcU`pd4dIA1=4k;3MT!vE0 z>Im8g$~s`4{Pqp%kb;e{OzaGEYvJ=9*$eT<^i!SZ!aI^6qKs(C$ec-sy@7fc_lq Date: Thu, 27 May 2021 16:11:08 -0700 Subject: [PATCH 090/106] Fixing test stuff --- .../vision/dataset_readers/nlvr2.py | 2 +- .../vision/images/nlvr2/test1-0-0-img0.png | Bin 0 -> 20256 bytes .../vision/images/nlvr2/test1-0-0-img1.png | Bin 0 -> 51533 bytes .../vision/images/nlvr2/test1-0-1-img0.png | Bin 0 -> 102006 bytes .../vision/images/nlvr2/test1-0-1-img1.png | Bin 0 -> 20834 bytes .../vision/images/nlvr2/test1-0-2-img0.png | Bin 0 -> 94149 bytes .../vision/images/nlvr2/test1-0-2-img1.png | Bin 0 -> 38224 bytes .../vision/images/nlvr2/test1-0-3-img0.png | Bin 0 -> 988587 bytes .../vision/images/nlvr2/test1-0-3-img1.png | Bin 0 -> 50517 bytes .../vision/images/nlvr2/train-11232-3-img0.png | Bin 26373 -> 0 bytes .../vision/images/nlvr2/train-11232-3-img1.png | Bin 59202 -> 0 bytes 11 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-0-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-0-img1.png create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-1-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-1-img1.png create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-2-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-2-img1.png create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-3-img0.png create mode 100644 test_fixtures/vision/images/nlvr2/test1-0-3-img1.png delete mode 100644 test_fixtures/vision/images/nlvr2/train-11232-3-img0.png delete mode 100644 test_fixtures/vision/images/nlvr2/train-11232-3-img1.png diff --git a/allennlp_models/vision/dataset_readers/nlvr2.py b/allennlp_models/vision/dataset_readers/nlvr2.py index 3c17bb22c..cd1e35e60 100644 --- a/allennlp_models/vision/dataset_readers/nlvr2.py +++ b/allennlp_models/vision/dataset_readers/nlvr2.py @@ -143,7 +143,7 @@ def _read(self, split_or_filename: str): try: image_paths1 = [] image_paths2 = [] - for blob in blobs: + for blob in blob_dicts: identifier = blob["identifier"] image_name_base = identifier[: identifier.rindex("-")] image_paths1.append(self.images[f"{image_name_base}-img0.png"]) diff --git a/test_fixtures/vision/images/nlvr2/test1-0-0-img0.png b/test_fixtures/vision/images/nlvr2/test1-0-0-img0.png new file mode 100644 index 0000000000000000000000000000000000000000..3deac95d067f316641b7b495af9ea2cb7aec2b81 GIT binary patch literal 20256 zcmbUIbyQnj^ezgA;)Oz?1edmGvEo)Br4%nvpb*?C5~R2j3KVxM#fwu2Demr8+}&M* zO9(gb`JMB9W8A;)y*pziV`T4NH3K~zH7)H+CT`Z3uQ?fMY1xF|aPsg9 z2naB+ib{y^iF5M{@cs8A82I@3gam|?&z@28y`p`^_y78MYy*(sVQ^w_Vq&}oJR!lr zB*A#>0x+QGiH-5U4#59DFrHvyVdLQ9;XfrnUr_xV@B{-B^9dFvHZ~R(`f6YFc>op( zHt8!~DV!H-Cb+L1$@sp<{l;VbP~HwyA3J5@H+2fYe@ae4Nkz@f!pioBT|iJsSVUAz z`lF1joVFw(u7@wG&nx2`Rn_pYs*xcIQ+1=YmoSk1>UR~eZ 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