python_code stringlengths 0 992k | repo_name stringlengths 8 46 | file_path stringlengths 5 162 |
|---|---|---|
"""Run validation loop for GILL."""
import collections
from PIL import Image
import time
import tqdm
import torch
import torch.distributed as dist
from torch.utils.tensorboard import SummaryWriter
from torch.utils.data import Subset
from torchmetrics import BLEUScore
import torchvision
from gill import losses as losse... | gill-main | gill/validate.py |
from enum import Enum
import subprocess
import sys
import shutil
import torch
import torch.distributed as dist
from torchvision.transforms import functional as F
from torchvision import transforms as T
from transformers import AutoFeatureExtractor
from PIL import Image, ImageDraw, ImageFont, ImageOps
import random
impo... | gill-main | gill/utils.py |
"""A slightly modified version of the HuggingFace StableDiffusion pipeline, to allow us to extract text embeddings."""
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You ... | gill-main | gill/custom_sd.py |
"""Helper file defining some common loss functions."""
from typing import Optional
import torch
from gill import utils
def l1_loss(u: torch.Tensor, v: torch.Tensor) -> torch.Tensor:
"""
Args:
u: (N, D) tensor.
v: (N, D) tensor.
Returns:
l1_loss: (N,) tensor of summed L1 loss.
"""
assert u.shape ... | gill-main | gill/losses.py |
import torch
from torch import nn
class TextFcLayer(nn.Module):
"""Layers used in mapping text embeddings to visual outputs."""
def __init__(self, in_dim: int, out_dim: int, num_input_tokens: int = 1, num_output_tokens: int = 1, mode: str = 'linear'):
super().__init__()
self.num_input_tokens = num_input... | gill-main | gill/layers.py |
"""Modified from https://github.com/mlfoundations/open_clip"""
from typing import Optional, Tuple, List
import collections
import logging
import os
import numpy as np
import pandas as pd
import torch
import torchvision.datasets as datasets
from torchvision import transforms as T
from PIL import Image, ImageFont
from ... | gill-main | gill/data.py |
import collections
import json
import os
import PIL
from tqdm import tqdm
from gill import utils
# Download the Visual Storytelling SIS dataset from https://visionandlanguage.net/VIST/json_files/story-in-sequence/SIS-with-labels.tar.gz
# Extract the files (there should be three sets: train, val, and test).
# We use th... | gill-main | evals/download_vist_images.py |
import json
import os
import numpy as np
from PIL import Image
from transformers import CLIPProcessor, CLIPModel
from tqdm import tqdm
# Define the paths to the groundtruth / generated image directories.
gen_img_dir = 'gill_vist_outputs/'
gt_img_dir = "sis/val_images/"
vist_data_path = 'sis/val_formatted.json'
if _... | gill-main | evals/compute_clip_similarity_vist.py |
import json
import os
import numpy as np
from PIL import Image
from transformers import CLIPProcessor, CLIPModel
from tqdm import tqdm
# Define the paths to the groundtruth / generated image directories.
gen_img_dir = 'gill_visdial_outputs/'
visdial_dir = 'VisualDialog/'
if __name__ == "__main__":
# Load CLIP m... | gill-main | evals/compute_clip_similarity_visdial.py |
"""Uses GILL to generate images for VIST interleaved image + text sequences.
Example usage:
python generate_vist_images.py gill_vist_outputs
"""
from collections import namedtuple
import json
import os
import pickle as pkl
import sys
from PIL import Image
import torch
from tqdm import tqdm
from gill import model... | gill-main | evals/generate_vist_images.py |
import argparse
import os
import lpips
import torchvision
from tqdm import tqdm
import numpy as np
import ssl
ssl._create_default_https_context = ssl._create_unverified_context
parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter)
parser.add_argument('-d0','--dir0', type=str, defaul... | gill-main | evals/lpips_2dirs.py |
"""Uses GILL to generate images for VisDial dialogue sequences.
Example usage:
python generate_visdial_images.py gill_visdial_outputs
"""
from collections import namedtuple
import json
import os
import pickle as pkl
import sys
from PIL import Image
import torch
from tqdm import tqdm
from gill import models
# D... | gill-main | evals/generate_visdial_images.py |
"""Runs Stable Diffusion v1.5 to generate images for PartiPrompts.
Example usage:
python scripts/generate_sd_p2_images.py data/PartiPromptsAllDecisions.tsv partiprompts_sd_v1.5_outputs
"""
import os
import sys
import numpy as np
import torch
from tqdm import tqdm
from diffusers import StableDiffusionPipeline
p... | gill-main | scripts/generate_sd_p2_images.py |
"""Prunes model weights to keep just the necessary trained weights.
Example usage:
python scripts/prune_model_ckpt.py runs/gill_exp
"""
import json
import os
import sys
import torch
if __name__ == '__main__':
model_dir = sys.argv[1]
with open(os.path.join(model_dir, 'ckpt_best.pth.tar'), 'rb') as f:
... | gill-main | scripts/prune_model_ckpt.py |
"""Preprocesses annotated PartiPrompts decisions to keep only
those with high inter-annotator agreement.
Example usage:
python scripts/process_p2_annotations.py
"""
import collections
if __name__ == "__main__":
# Load the annotated PartiPrompts.
id2decision = {}
with open('data/PartiPromptsAllDecisions... | gill-main | scripts/process_p2_annotations.py |
"""This script extracts text embeddings from the text encoder of Stable Diffusion
for a given dataset of captions, and saves them to disk.
The outputs are used in training GILL.
Example usage:
python scripts/preprocess_sd_embeddings.py datasets/cc3m_val.tsv data/cc3m/validation/clip_embs
"""
import numpy as np
impor... | gill-main | scripts/preprocess_sd_embeddings.py |
from setuptools import setup, find_packages
setup(
name = 'flash-attention-jax',
packages = find_packages(exclude=[]),
version = '0.2.0',
license='MIT',
description = 'Flash Attention - in Jax',
author = 'Phil Wang',
author_email = 'lucidrains@gmail.com',
long_description_content_type = 'text/markdown'... | flash-attention-jax-main | setup.py |
import jax
from jax import nn
from jax import jit, numpy as jnp
from jax.numpy import einsum
from einops import rearrange
EPSILON = 1e-10
MASK_VALUE = -1e10
COSINE_SIM_SCALE = 10
@jit
def attention(q, k, v, key_mask):
dim, k_len = q.shape[-1], k.shape[-2]
scale = 1 / jnp.sqrt(dim)
q = q * scale
sim ... | flash-attention-jax-main | flash_attention_jax/attention.py |
import math
from functools import partial
import jax
from jax import lax, numpy as jnp, jit
# constants
HIGHEST_PRECISION = jax.lax.Precision.HIGHEST
einsum = partial(jnp.einsum, precision = HIGHEST_PRECISION)
# Figure 1 from https://arxiv.org/abs/2112.05682
# cleaned up
def _query_chunk_attention(q, k, v, k_chun... | flash-attention-jax-main | flash_attention_jax/rabe_attention.py |
from flash_attention_jax.flash_attention import flash_attention
from flash_attention_jax.cosine_sim_flash_attention import cosine_sim_flash_attention
from flash_attention_jax.causal_flash_attention import causal_flash_attention
from flash_attention_jax.rabe_attention import rabe_attention
from flash_attention_jax.atten... | flash-attention-jax-main | flash_attention_jax/__init__.py |
import math
import jax
from functools import partial
from jax import nn
from jax import custom_vjp
from jax import numpy as jnp, lax, jit
# constants
EPSILON = 1e-10
MASK_VALUE = -1e10
Q_CHUNK_SIZE = 1024
K_CHUNK_SIZE = 1024
COSINE_SIM_SCALE = 10 # this may need to be a function of log(sequence length), but 16 was s... | flash-attention-jax-main | flash_attention_jax/cosine_sim_flash_attention.py |
import math
import jax
from functools import partial
from jax import nn
from jax import custom_vjp
from jax import numpy as jnp, lax, jit
# constants
EPSILON = 1e-10
MASK_VALUE = -1e10
Q_CHUNK_SIZE = 1024
K_CHUNK_SIZE = 1024
# flash attention
def _query_chunk_flash_attention(q_range_chunk, k_range, q, k, v):
q... | flash-attention-jax-main | flash_attention_jax/causal_flash_attention.py |
import jax
from functools import partial
import jax.numpy as jnp
from jax import random
from jax import value_and_grad
def value_and_grad_wrapper(fn, **kwargs):
@partial(value_and_grad, **kwargs)
def inner(*args, **kwargs):
return jnp.sum(fn(*args, **kwargs))
return inner
def diff(t1, t2):
ret... | flash-attention-jax-main | flash_attention_jax/utils.py |
import math
import jax
from functools import partial
from jax import nn
from jax import custom_vjp
from jax import numpy as jnp, lax, jit
from jax.numpy import einsum
from einops import rearrange
# constants
EPSILON = 1e-10
MASK_VALUE = -1e10
Q_CHUNK_SIZE = 1024
K_CHUNK_SIZE = 1024
# flash attention
def _query_ch... | flash-attention-jax-main | flash_attention_jax/flash_attention.py |
Shuurai-main | example.py | |
Shuurai-main | shuurai/__init__.py | |
import torch
from kosmos.model import Kosmos2
#usage
img = torch.randn(1, 3, 256, 256)
text = torch.randint(0, 20000, (1, 4096))
model = Kosmos2()
output = model(img, text) | Kosmos-2-main | example.py |
from kosmos.model import Kosmos2, Kosmos2Tokenizer | Kosmos-2-main | kosmos/__init__.py |
import logging
import torch
from transformers import AutoTokenizer, CLIPProcessor
from kosmos.transformer import Decoder, Transformer, ViTransformerWrapper, Encoder
logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(levelname)s - %(message)s')
# Implement classes with type hints and error handling
cla... | Kosmos-2-main | kosmos/model.py |
from functools import partial
from typing import Optional
import torch
from torch import nn, einsum, Tensor
import torch.nn.functional as F
from collections import namedtuple
from functools import wraps
from packaging import version
from dataclasses import dataclass
from einops import rearrange
# constants
Efficie... | Kosmos-2-main | kosmos/attend.py |
import math
from dataclasses import dataclass
from functools import partial, wraps
from inspect import isfunction
# constants
from math import ceil
from random import random
from typing import Callable, List, Optional
import torch
import torch.nn.functional as F
from einops import pack, rearrange, reduce, repeat, unp... | Kosmos-2-main | kosmos/transformer.py |
import torch
from alpha_dev.model import AlphaDev
model = AlphaDev().cuda()
x = torch.randint(0, 256, (1, 1024)).cuda()
model(x) # (1, 1024, 20000) | AlphaDev-main | example.py |
import collections
import functools
import math
from typing import Any, Callable, Dict, NamedTuple, Optional, Sequence
import chex
import haiku as hk
import jax
import jax.lax
import jax.numpy as jnp
import ml_collections
import numpy
import optax
############################
###### 1. Environment ######
class Ta... | AlphaDev-main | alpha_dev/pseudocode.py |
from alpha_dev.model import AlphaDev
| AlphaDev-main | alpha_dev/__init__.py |
from torch.nn import Module
from alpha_dev.transformer import AutoregressiveWrapper, Decoder, Transformer
class AlphaDev(Module):
"""
AlphaDev is a transformer-based model architecture. It initializes with
a Transformer and AutoregressiveWrapper with default or user-specified parameters.
Initialize ... | AlphaDev-main | alpha_dev/model.py |
from functools import partial
from typing import Optional
import torch
from torch import nn, einsum, Tensor
import torch.nn.functional as F
from collections import namedtuple
from functools import wraps
from packaging import version
from dataclasses import dataclass
from einops import rearrange
# constants
Efficie... | AlphaDev-main | alpha_dev/attend.py |
import math
from dataclasses import dataclass
from functools import partial, wraps
from inspect import isfunction
# constants
from math import ceil
from random import random
from typing import Callable, List, Optional
import torch
import torch.nn.functional as F
from einops import pack, rearrange, reduce, repeat, unp... | AlphaDev-main | alpha_dev/transformer.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import argparse
import os
import random
import numpy as np
import torch
import torch.backends.cud... | 3D-LLM-main | 3DLLM_BLIP2-base/train.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import argparse
import random
import numpy as np
import torch
import torch.backends.cudnn as cudn... | 3D-LLM-main | 3DLLM_BLIP2-base/evaluate.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import os
import sys
from omegaconf import OmegaConf
from lavis.common.registry import registry
... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/__init__.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import os
import torch
import torch.distributed as dist
from lavis.common.dist_uti... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/base_task.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.common.registry import registry
from lavis.tasks.base_task import BaseTask
from lavis.t... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/__init__.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import json
import logging
import os
import numpy as np
import torch
from lavis.common.dist_utils... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/retrieval.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.common.registry import registry
from lavis.tasks.base_task import BaseTask
@registry.... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/image_text_pretrain.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import json
import os
from lavis.common.dist_utils import main_process
from lavis.common.logger i... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/dialogue.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import json
import os
from lavis.common.dist_utils import main_process
from lavis.common.registry... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/captioning.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import json
import os
import lavis.common.dist_utils as dist_utils
from lavis.comm... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/vqa.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import json
import os
import torch
import torch.distributed as dist
from itertools ... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/vqa_reading_comprehension.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import json
import os
import logging
import numpy as np
import torch
from lavis.common.dist_utils... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/tasks/multimodal_classification.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import gzip
import logging
import os
import random as rnd
import tarfile
import zipfile
import de... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/data_utils.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import os
from lavis.common.registry import registry
from lavis.datasets.builders.base_dataset_bu... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/imagefolder_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import os
import shutil
import warnings
import lavis.common.utils as utils
import ... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/base_dataset_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.common.registry import registry
from lavis.common.utils import get_cache_path
from lavi... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/video_qa_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.datasets.builders.base_dataset_builder import load_dataset_config
from lavis.datasets.b... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/__init__.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.datasets.builders.base_dataset_builder import BaseDatasetBuilder
from lavis.datasets.da... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/retrieval_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.datasets.builders.base_dataset_builder import BaseDatasetBuilder
from lavis.common.reg... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/vqa_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.common.registry import registry
from lavis.datasets.builders.base_dataset_builder impor... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/dialogue_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import os
from lavis.common.registry import registry
from lavis.datasets.builders.base_dataset_bu... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/image_text_pair_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.datasets.builders.base_dataset_builder import BaseDatasetBuilder
from lavis.datasets.da... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/caption_builder.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.common.registry import registry
from lavis.datasets.builders.base_dataset_builder impor... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/builders/classification_builder.py |
import json
from typing import Iterable
from torch.utils.data import Dataset, ConcatDataset
from torch.utils.data.dataloader import default_collate
class BaseDataset(Dataset):
def __init__(self, vis_processor=None, text_processor=None, vis_root=None, ann_paths=[]):
self.vis_root = vis_root
self.... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/datasets/base_dataset.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import time
import random
import torch
from lavis.datasets.data_utils import move_to_cuda
from tor... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/datasets/dataloader_utils.py |
import torch
from lavis.datasets.datasets.base_dataset import BaseDataset
class VQADataset(BaseDataset):
def __init__(self, vis_processor, text_processor, vis_root, ann_paths):
super().__init__(vis_processor, text_processor, vis_root, ann_paths)
def collater(self, samples):
pc_list, points_l... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/datasets/vqa_datasets.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import os
import json
import torch
import numpy as np
from PIL import Image
from PIL import Image... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/datasets/datasets/threedvqa_datasets.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
Based on huggingface code base
https://github.com/huggingface/transformers/blob/v4.15.0/src/transfo... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/med.py |
from collections import OrderedDict
from itertools import repeat
import collections.abc
import math
import torch
import torch.nn.functional as F
from torch import nn
from fairscale.nn.checkpoint.checkpoint_activations import checkpoint_wrapper
from lavis.models.eva_vit import convert_weights_to_fp16
from lavis.commo... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/clip_vit.py |
# Based on EVA, BEIT, timm and DeiT code bases
# https://github.com/baaivision/EVA
# https://github.com/rwightman/pytorch-image-models/tree/master/timm
# https://github.com/microsoft/unilm/tree/master/beit
# https://github.com/facebookresearch/deit/
# https://github.com/facebookresearch/dino
# -------------------------... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/eva_vit.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import torch
from omegaconf import OmegaConf
from lavis.common.registry import regi... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/__init__.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import os
import numpy as np
import torch
import torch.nn as nn
from lavis.common.... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/base_model.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
Based on timm code base
https://github.com/rwightman/pytorch-image-models/tree/master/timm
"""
imp... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/vit.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import torch
import torch.nn.functional as F
from lavis.common.registry import registry
from lavis... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/blip2_image_text_matching.py |
import logging
import torch
import torch.nn as nn
from torch.cuda.amp import autocast as autocast
from transformers import T5TokenizerFast
from lavis.common.registry import registry
from lavis.models.blip2_models.blip2 import Blip2Base, disabled_train
from lavis.models.blip2_models.modeling_t5 import T5Config, T5ForC... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/blip2_t5.py |
"""
Copyright (c) 2023, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import torch
import torch.distributed as dist
import torch.nn as nn
from torch.cuda... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/blip2_qformer.py |
3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/__init__.py | |
"""
Copyright (c) 2023, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import torch
from torch.cuda.amp import autocast as autocast
import torch.nn as nn
... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/blip2_opt.py |
# Copyright 2018 Mesh TensorFlow authors, T5 Authors and HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/modeling_t5.py |
# coding=utf-8
# Copyright 2022 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/modeling_opt.py |
"""
* Copyright (c) 2023, salesforce.com, inc.
* All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
* For full license text, see LICENSE.txt file in the repo root or https://opensource.org/licenses/BSD-3-Clause
* By Junnan Li
* Based on huggingface code base
* https://github.com/huggingface/transformer... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/Qformer.py |
"""
Copyright (c) 2023, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import contextlib
import logging
import os
import time
import datetime
import torch
import torch.n... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/models/blip2_models/blip2.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import warnings
import torch
def _is_tensor_video_clip(clip):
if not torch.is_tensor(clip):... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/processors/functional_video.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import re
from lavis.common.registry import registry
from lavis.processors.base_processor import ... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/processors/blip_processors.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.processors.base_processor import BaseProcessor
from lavis.processors.blip_processors i... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/processors/__init__.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from omegaconf import OmegaConf
class BaseProcessor:
def __init__(self):
self.transf... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/processors/base_processor.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import cv2
import numpy as np
import torch
## aug functions
def identity_func(img):
return ... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/processors/randaugment.py |
#!/usr/bin/env python3
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import numbers
import random
from torchvision.transforms import (
Ran... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/processors/transforms_video.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import math
from lavis.common.registry import registry
@registry.register_lr_scheduler("linear_... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/optims.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import logging
import json
from typing import Dict
from omegaconf import OmegaConf
from lavis.com... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/config.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
class Registry:
mapping = {
"builder_name_mapping": {},
"task_name_mapping": ... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/registry.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import datetime
import logging
import time
from collections import defaultdict, deque
import torc... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/logger.py |
import os
import sys
from easydict import EasyDict
CONF = EasyDict()
# path
CONF.PATH = EasyDict()
CONF.PATH.BASE = "." # TODO: change this
CONF.PATH.DATA = os.path.join(CONF.PATH.BASE, "data")
CONF.PATH.SCANNET = os.path.join(CONF.PATH.DATA, "scannet")
CONF.PATH.LIB = os.path.join(CONF.PATH.BASE, "lib")
CONF.PATH.... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/config_scanqa.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import io
import json
import logging
import os
import pickle
import re
import shutil
import urllib... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/utils.py |
import numpy as np
from matplotlib import pyplot as plt
from scipy.ndimage import filters
from skimage import transform as skimage_transform
def getAttMap(img, attMap, blur=True, overlap=True):
attMap -= attMap.min()
if attMap.max() > 0:
attMap /= attMap.max()
attMap = skimage_transform.resize(att... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/gradcam.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import datetime
import functools
import os
import torch
import torch.distributed as dist
import t... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/dist_utils.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
__author__ = "aagrawal"
| 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/vqa_tools/__init__.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
# coding=utf-8
__author__ = "aagrawal"
# This code is based on the code written by Tsung-Yi Lin ... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/vqa_tools/vqa_eval.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
__author__ = "aagrawal"
__version__ = "0.9"
# Interface for accessing the VQA dataset.
# This co... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/common/vqa_tools/vqa.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.runners.runner_base import RunnerBase
from lavis.runners.runner_iter import RunnerIter
... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/runners/__init__.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import datetime
import json
import logging
import os
import time
from pathlib import Path
import ... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/runners/runner_base.py |
"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
import datetime
import logging
import os
import time
import torch
import torch.distributed as dis... | 3D-LLM-main | 3DLLM_BLIP2-base/lavis/runners/runner_iter.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# Copied from: https://github.com/facebookresearch/detectron2/blob/master/demo/predictor.py
import atexit
import bisect
import multiprocessing as mp
from collections import deque
import cv2
import torch
from detectron2.data import MetadataCatalog
from detectron2.engi... | 3D-LLM-main | three_steps_3d_feature/first_step/predictor.py |
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