python_code stringlengths 0 992k | repo_name stringlengths 8 46 | file_path stringlengths 5 162 |
|---|---|---|
"""
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 copy import deepcopy
import torch
import torch.nn.functional as F
from lavis.common.registry... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_models/albef_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 dataclasses import dataclass
from typing import Optional
import torch
from transformers.mode... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_models/albef_outputs.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 lavis.common.dist_utils as dist_utils... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_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 warnings
import torch
import torch.nn.functional as F
from lavis.common.registry import re... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_models/albef_feature_extractor.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
from copy import deepcopy
import torch
import torch.nn.functional as F
f... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_models/albef_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 copy import deepcopy
import torch
import torch.nn.functional as F
from lavis.common.registry... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_models/albef_nlvr.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
from copy import deepcopy
import torch
import torch.nn.functional as F
from lavis... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_models/albef_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
"""
from copy import deepcopy
import numpy as np
import torch
import torch.nn.functional as F
from la... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/albef_models/albef_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 torch
import torch.nn as nn
from lavis.common.registry import registry
from lavis.models.ba... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/gpt_models/gpt_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 torch
| 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/img2prompt_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 random
import spacy
import torch
import torch.nn.functional as F
from transformers import ... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/img2prompt_models/img2prompt_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 copy import deepcopy
import torch
import torch.nn.functional as F
from lavis.common.registry... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_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 torch
import torch.nn.functional as F
from lavis.common.registry import registry
from lavis... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_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
from typing import List
from torch import nn
def tie_encoder_decoder_weights(
... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_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 torch
import torch.nn.functional as F
from lavis.common.registry import registry
from lavis... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_image_text_matching.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
from lavis.common.dist_utils import download_cached_file
fr... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip.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 typing import Tuple
import torch
import torch.utils.checkpoint
from torch import... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/nlvr_encoder.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
from lavis.common.registry import registry
from lavis.models.blip_models.blip import... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_caption.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
import torch.nn.functional as F
from lavis.common.registry import re... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_feature_extractor.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 copy import deepcopy
import torch
import torch.nn.functional as F
from lavis.common.registry... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_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 dataclasses import dataclass
from typing import Optional
import torch
from transformers.mode... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_outputs.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 torch
import torch.nn.functional as F
from lavis.common.dist_utils import downlo... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_nlvr.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 copy import deepcopy
import torch
import torch.nn.functional as F
from lavis.common.registry... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/blip_models/blip_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
Based on https://github.com/facebookresearch/TimeSformer
"""
# Copyright 2020 Ross Wightman
# Conv2d... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/timesformer/conv2d_same.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
"""
""" Linear layer (alternate definition)
"""
import torch
import torch.nn.functional as F
from torc... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/timesformer/linear.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 https://github.com/facebookresearch/TimeSformer
"""
| 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/timesformer/__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
Based on https://github.com/facebookresearch/TimeSformer
"""
# Copyright 2020 Ross Wightman
from co... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/timesformer/features.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 https://github.com/facebookresearch/TimeSformer
"""
# Copyright (c) Facebook, Inc. and its ... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/timesformer/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
Based on https://github.com/facebookresearch/TimeSformer
"""
# Copyright 2020 Ross Wightman
# Variou... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/timesformer/vit_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
Based on https://github.com/facebookresearch/TimeSformer
"""
# Copyright (c) Facebook, Inc. and its ... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/timesformer/helpers.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 | three_steps_3d_feature/second_step/lavis/models/blip2_models/blip2_image_text_matching.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.nn as nn
from torch.cuda.amp import autocast as autocast
... | 3D-LLM-main | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/lavis/models/blip2_models/blip2_qformer.py |
3D-LLM-main | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/lavis/models/blip2_models/blip2_opt.py |
# coding=utf-8
# 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... | 3D-LLM-main | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 logging
import os
import time
import datetime
import torch
import torch.nn as nn
import tor... | 3D-LLM-main | three_steps_3d_feature/second_step/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
Based on https://github.com/mlfoundations/open_clip
"""
from dataclasses import dataclass
from typi... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/clip_outputs.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 https://github.com/mlfoundations/open_clip
"""
import hashlib
import os
import urllib
impor... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/pretrained.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 https://github.com/mlfoundations/open_clip
"""
""" OpenAI pretrained model functions
Adapte... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_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
Based on https://github.com/mlfoundations/open_clip
"""
""" CLIP Model
Adapted from https://github.c... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/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 https://github.com/mlfoundations/open_clip
"""
""" CLIP tokenizer
Copied from https://githu... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/tokenizer.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
import torch.distributed.nn
from torch import distributed as dist, nn ... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/loss.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 https://github.com/mlfoundations/open_clip
"""
from torch import nn as nn
from torchvision.... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/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
Based on https://github.com/mlfoundations/open_clip
"""
from typing import Optional, Sequence, Tuple... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/transform.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 https://github.com/mlfoundations/open_clip
"""
""" timm model adapter
Wraps timm (https://g... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/clip_models/timm_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
"""
from dataclasses import dataclass
from typing import Optional
import torch
from transformers.mode... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/alpro_models/alpro_outputs.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.nn.functional as F
from lavis.common.dist_util... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/alpro_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 datetime
import logging
import time
import lavis.common.dist_utils as dist_utils
import nu... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/alpro_models/alpro_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 warnings import warn
import torch
import torch.nn.functional as F
from lavis.common.config i... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/models/alpro_models/alpro_qa.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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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.common.registry import registry
from lavis.processors.blip_processors import BlipImageB... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/processors/clip_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
"""
import torch
from lavis.common.registry import registry
from lavis.datasets.data_utils import load... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/processors/alpro_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.alpro_processors ... | 3D-LLM-main | three_steps_3d_feature/second_step/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
"""
import re
from lavis.common.registry import registry
from lavis.processors.base_processor import ... | 3D-LLM-main | three_steps_3d_feature/second_step/lavis/processors/gpt_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 omegaconf import OmegaConf
class BaseProcessor:
def __init__(self):
self.transf... | 3D-LLM-main | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/lavis/common/logger.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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/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 | three_steps_3d_feature/second_step/lavis/runners/runner_iter.py |
import numpy as np
from argparse import Namespace
import quaternion
from habitat.utils.geometry_utils import quaternion_to_list
from scipy.spatial.transform import Rotation as R
class Pos2Map:
def __init__(self, x, y, heading) -> None:
self.x = x
self.y = y
self.heading = heading
class P... | 3D-LLM-main | three_steps_3d_feature/third_step/tools.py |
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
import json
import argparse
import numpy as np
import copy
import cv2
from habitat.utils.geometry_utils import q... | 3D-LLM-main | three_steps_3d_feature/third_step/direct_3d.py |
#liquid attention
import torch
import torch.nn as nn
from torch.nn import TransformerEncoder, TransformerEncoderLayer
import torch.nn.functional as F
import math
class LeakyIntegrator(nn.Module):
def __init__(self, tau=0.5):
super(LeakyIntegrator, self).__init__()
self.tau = tau
def forward(s... | Liquid-main | LeakyAttention.py |
# Adapted from https://github.com/NVIDIA/apex/blob/master/setup.py
import sys
import warnings
import os
from pathlib import Path
from setuptools import setup, find_packages
import subprocess
import torch
from torch.utils.cpp_extension import BuildExtension, CppExtension, CUDAExtension, CUDA_HOME
with open("README.m... | FLASHATTENION-LION-OPTIMIZE-main | setup.py |
# Adapted from https://github.com/NVIDIA/apex/blob/master/setup.py
import torch
from torch.utils.cpp_extension import BuildExtension, CppExtension, CUDAExtension, CUDA_HOME
from setuptools import setup, find_packages
import subprocess
import sys
import warnings
import os
# ninja build does not work unless include_dir... | FLASHATTENION-LION-OPTIMIZE-main | csrc/ft_attention/setup.py |
# Copied from https://github.com/NVIDIA/apex/tree/master/csrc/megatron
# We add the case where seqlen = 4k and seqlen = 8k
import os
import subprocess
import torch
from setuptools import setup
from torch.utils.cpp_extension import BuildExtension, CUDAExtension, CUDA_HOME
def get_cuda_bare_metal_version(cuda_dir):
... | FLASHATTENION-LION-OPTIMIZE-main | csrc/fused_softmax/setup.py |
# Adapted from https://github.com/NVIDIA/apex/blob/master/setup.py
import torch
from torch.utils.cpp_extension import BuildExtension, CppExtension, CUDAExtension, CUDA_HOME
from setuptools import setup, find_packages
import subprocess
import sys
import warnings
import os
# ninja build does not work unless include_dir... | FLASHATTENION-LION-OPTIMIZE-main | csrc/xentropy/setup.py |
# Adapted from https://github.com/NVIDIA/apex/blob/master/setup.py
import torch
from torch.utils.cpp_extension import BuildExtension, CppExtension, CUDAExtension, CUDA_HOME
from setuptools import setup, find_packages
import subprocess
import sys
import warnings
import os
# ninja build does not work unless include_dir... | FLASHATTENION-LION-OPTIMIZE-main | csrc/layer_norm/setup.py |
# Adapted from https://github.com/NVIDIA/apex/blob/master/setup.py
import torch
from torch.utils.cpp_extension import BuildExtension, CppExtension, CUDAExtension, CUDA_HOME
from setuptools import setup, find_packages
import subprocess
import sys
import warnings
import os
# ninja build does not work unless include_dir... | FLASHATTENION-LION-OPTIMIZE-main | csrc/rotary/setup.py |
import os
import subprocess
import torch
from setuptools import setup
from torch.utils.cpp_extension import BuildExtension, CUDAExtension, CUDA_HOME
def get_cuda_bare_metal_version(cuda_dir):
raw_output = subprocess.check_output([cuda_dir + "/bin/nvcc", "-V"], universal_newlines=True)
output = raw_output.spl... | FLASHATTENION-LION-OPTIMIZE-main | csrc/fused_dense_lib/setup.py |
from typing import Callable
import dotenv
import hydra
from omegaconf import OmegaConf, DictConfig
# load environment variables from `.env` file if it exists
# recursively searches for `.env` in all folders starting from work dir
dotenv.load_dotenv(override=True)
OmegaConf.register_new_resolver('eval', eval)
OmegaCo... | FLASHATTENION-LION-OPTIMIZE-main | training/run.py |
import os
from pathlib import Path
current_dir = Path(__file__).parent.absolute()
import pytest
import torch
import dotenv
from src.datamodules.language_modeling_hf import LMDataModule
# load environment variables from `.env` file if it exists
# recursively searches for `.env` in all folders starting from work di... | FLASHATTENION-LION-OPTIMIZE-main | training/tests/datamodules/test_language_modeling_hf.py |
from typing import List, Optional, Sequence
from pathlib import Path
import hydra
from omegaconf import OmegaConf, DictConfig
from pytorch_lightning import (
Callback,
LightningDataModule,
LightningModule,
Trainer,
seed_everything,
)
from pytorch_lightning.loggers import LightningLoggerBase
from s... | FLASHATTENION-LION-OPTIMIZE-main | training/src/train.py |
from typing import List, Optional
from pathlib import Path
import torch
import hydra
from omegaconf import OmegaConf, DictConfig
from pytorch_lightning import (
Callback,
LightningDataModule,
LightningModule,
Trainer,
seed_everything,
)
from pytorch_lightning.loggers import LightningLoggerBase
fr... | FLASHATTENION-LION-OPTIMIZE-main | training/src/eval.py |
from typing import Any, Dict, Optional
import torch
from torch import Tensor
from torchmetrics import Metric
class NumTokens(Metric):
"""Keep track of how many tokens we've seen.
"""
# TODO: how do we prevent the reset between the epochs? The reset happens on the 1st batch
# of the next epoch.
#... | FLASHATTENION-LION-OPTIMIZE-main | training/src/metrics/num_tokens.py |
# Inspired by https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/common/metrics/perplexity.py
# But we compute the perplexity correctly: exp(average(nll)), not average(exp(nll))
# Also adapted from https://github.com/Lightning-AI/metrics/blob/master/src/torchmetrics/text/perplexity.py
# But we pass in the loss t... | FLASHATTENION-LION-OPTIMIZE-main | training/src/metrics/perplexity.py |
import torch
from torch import Tensor
from torchmetrics import Metric, Accuracy
class AccuracyMine(Accuracy):
"""Wrap torchmetrics.Accuracy to take argmax of y in case of Mixup.
"""
def update(self, preds: Tensor, target: Tensor) -> None: # type: ignore
super().update(preds, target.argmax(dim=-1... | FLASHATTENION-LION-OPTIMIZE-main | training/src/metrics/accuracy.py |
from typing import Any, List
import inspect
import torch
import hydra
from pytorch_lightning import LightningModule, LightningDataModule
from torchmetrics import MetricCollection
from einops import rearrange
from omegaconf import OmegaConf
from src.utils.utils import get_logger
from src.optim.param_grouping import ... | FLASHATTENION-LION-OPTIMIZE-main | training/src/tasks/seq.py |
# Adapted from https://pytorch.org/docs/stable/_modules/torch/distributed/algorithms/ddp_comm_hooks/default_hooks.html
# We divide by world_size first before converting to fp16, so it's safer.
from typing import Any, Callable
import torch
import torch.distributed as dist
def fp16_compress_hook(
process_group: di... | FLASHATTENION-LION-OPTIMIZE-main | training/src/distributed/ddp_comm_hooks.py |
# Adapted from https://github.com/rwightman/pytorch-image-models/blob/master/benchmark.py
from typing import Any, List, Sequence
import torch
from pytorch_lightning import Callback, Trainer, LightningModule
from pytorch_lightning.utilities import rank_zero_only
from pytorch_lightning.utilities.parsing import Attribut... | FLASHATTENION-LION-OPTIMIZE-main | training/src/callbacks/flop_count.py |
import subprocess
from pathlib import Path
from typing import List
import matplotlib.pyplot as plt
import seaborn as sn
import torch
import wandb
from pytorch_lightning import Callback, Trainer
from pytorch_lightning.loggers import LoggerCollection, WandbLogger
from pytorch_lightning.utilities import rank_zero_only
fr... | FLASHATTENION-LION-OPTIMIZE-main | training/src/callbacks/wandb_callbacks.py |
import torch
from pytorch_lightning import Callback, Trainer, LightningModule
import logging
log = logging.getLogger(__name__) # We want a logger for each process, not just the rank 0
def l2_promote():
import ctypes
_libcudart = ctypes.CDLL('libcudart.so')
# Set device limit on the current device
... | FLASHATTENION-LION-OPTIMIZE-main | training/src/callbacks/gpu_affinity.py |
# Inspired by https://github.com/Lightning-AI/lightning/blob/master/src/pytorch_lightning/utilities/grads.py
# However, they compute grad at every iteration (I think), and the .item() calls incur a lot of overhead
# (6-7% slow down on GPT-2 small). Instead we only compute for iterations where we need to log, and don't
... | FLASHATTENION-LION-OPTIMIZE-main | training/src/callbacks/norm_monitor.py |
import pytorch_lightning as pl
from pytorch_lightning import Callback
from pytorch_lightning.utilities import rank_zero_only
import torch
from torch.autograd import grad
class CausalityMonitor(Callback):
r"""Monitor causality of a model by tracking gradient leakage forward in time.
In a fully causal model, ... | FLASHATTENION-LION-OPTIMIZE-main | training/src/callbacks/causality_monitor.py |
# Inspired by https://github.com/PyTorchLightning/pytorch-lightning/blob/master/pytorch_lightning/callbacks/stochastic_weight_avg.py
# https://github.com/PyTorchLightning/Lightning-Bolts/blob/master/pl_bolts/callbacks/byol_updates.py
# https://forums.pytorchlightning.ai/t/adopting-exponential-moving-average-ema-for-pl-... | FLASHATTENION-LION-OPTIMIZE-main | training/src/callbacks/ema.py |
# Adapted from https://pytorch-lightning.readthedocs.io/en/latest/_modules/pytorch_lightning/callbacks/gpu_stats_monitor.html#GPUStatsMonitor
# We only need the speed monitoring, not the GPU monitoring
import time
from typing import Any
from pytorch_lightning import Callback, Trainer
from pytorch_lightning.utilities i... | FLASHATTENION-LION-OPTIMIZE-main | training/src/callbacks/speed_monitor.py |
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