repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
libai | libai-main/projects/text_classification/dataset/download_glue_data.py | # flake8: noqa
""" Script for downloading all GLUE data.
Modify from https://github.com/nyu-mll/GLUE-baselines/blob/master/download_glue_data.py
Note: for legal reasons, we are unable to host MRPC.
You can either use the version hosted by the SentEval team, which is already tokenized,
or you can download the original ... | 6,858 | 37.318436 | 190 | py |
libai | libai-main/projects/text_classification/dataset/__init__.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 697 | 37.777778 | 74 | py |
libai | libai-main/projects/text_classification/dataset/clue_dataset.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 4,576 | 35.03937 | 95 | py |
libai | libai-main/projects/text_classification/configs/config.py | from omegaconf import OmegaConf
from libai.config import get_config
from libai.config import LazyCall
from libai.data.build import build_nlp_test_loader, build_nlp_train_loader
from libai.tokenizer import BertTokenizer
from projects.text_classification.modeling.model import ModelForSequenceClassification
from projects... | 2,416 | 27.77381 | 86 | py |
libai | libai-main/projects/text_classification/modeling/model.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 2,753 | 34.307692 | 94 | py |
libai | libai-main/projects/text_classification/modeling/load_megatron_weight.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 5,294 | 35.770833 | 100 | py |
libai | libai-main/projects/MAE/train_net.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,384 | 35.010638 | 99 | py |
libai | libai-main/projects/MAE/configs/mae_pretraining.py | from flowvision.transforms import transforms, InterpolationMode
from flowvision.data.constants import IMAGENET_DEFAULT_MEAN, IMAGENET_DEFAULT_STD
from libai.config import LazyCall, get_config
from configs.models.mae_vit_base_patch16 import model
from data.pretraining_imagenet import PretrainingImageNetDataset
from uti... | 3,073 | 28.84466 | 91 | py |
libai | libai-main/projects/MAE/configs/mae_finetune.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,855 | 28.212121 | 99 | py |
libai | libai-main/projects/MAE/configs/models/vit_base_patch16.py | from libai.config import LazyCall
from modeling.vit import VisionTransformer
model = LazyCall(VisionTransformer)(
img_size=224,
patch_size=16,
in_chans=3,
embed_dim=768,
depth=12,
num_heads=12,
mlp_ratio=4,
drop_path_rate=0.1,
global_pool=True,
)
| 286 | 15.882353 | 42 | py |
libai | libai-main/projects/MAE/configs/models/vit_large_patch16.py | from .vit_base_patch16 import model
model.embed_dim = 1024
model.depth = 24
model.num_heads = 16
| 99 | 13.285714 | 35 | py |
libai | libai-main/projects/MAE/configs/models/mae_vit_huge_patch14.py | from .mae_vit_base_patch16 import model
model.patch_size = 14
model.embed_dim = 1280
model.depth = 32
model.num_heads = 16
| 125 | 14.75 | 39 | py |
libai | libai-main/projects/MAE/configs/models/vit_huge_patch14.py | from .vit_base_patch16 import model
model.patch_size = 14
model.embed_dim = 1280
model.depth = 32
model.num_heads = 16
model.drop_path_rate = 0.2
| 148 | 15.555556 | 35 | py |
libai | libai-main/projects/MAE/configs/models/mae_vit_large_patch16.py | from .mae_vit_base_patch16 import model
model.embed_dim = 1024
model.depth = 24
model.num_heads = 16
| 103 | 13.857143 | 39 | py |
libai | libai-main/projects/MAE/configs/models/mae_vit_base_patch16.py | from functools import partial
from libai.config import LazyCall
from libai.layers import LayerNorm
from modeling.mae import MaskedAutoencoderViT
model = LazyCall(MaskedAutoencoderViT)(
img_size=224,
patch_size=16,
in_chans=3,
embed_dim=768,
depth=12,
num_heads=12,
decoder_embed_dim=512,
... | 476 | 18.875 | 45 | py |
libai | libai-main/projects/MAE/utils/lr_decay.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,656 | 32.550459 | 96 | py |
libai | libai-main/projects/MAE/utils/weight_convert.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,986 | 31.153226 | 95 | py |
libai | libai-main/projects/MAE/utils/scheduler.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,271 | 29.018349 | 99 | py |
libai | libai-main/projects/MAE/data/pretraining_imagenet.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 1,033 | 33.466667 | 74 | py |
libai | libai-main/projects/MAE/modeling/mae.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 14,102 | 35.44186 | 100 | py |
libai | libai-main/projects/MAE/modeling/pos_embed.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 2,675 | 33.307692 | 84 | py |
libai | libai-main/projects/MAE/modeling/cross_entropy.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 1,285 | 36.823529 | 74 | py |
libai | libai-main/projects/MAE/modeling/vit.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 2,860 | 31.885057 | 98 | py |
libai | libai-main/projects/PaLM/palm_model.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 11,389 | 34.154321 | 95 | py |
libai | libai-main/projects/PaLM/tools/download_demo_dataset.py | import argparse
from libai.utils.file_utils import get_data_from_cache
VOCAB_URL = "https://oneflow-static.oss-cn-beijing.aliyuncs.com/ci-files/dataset/libai/gpt_dataset/gpt2-vocab.json" # noqa
MERGE_FILE_URL = "https://oneflow-static.oss-cn-beijing.aliyuncs.com/ci-files/dataset/libai/gpt_dataset/gpt2-merges.txt" #... | 1,366 | 41.71875 | 145 | py |
libai | libai-main/projects/PaLM/configs/palm_pretrain.py | from libai.config import LazyCall, get_config
from .models.palm_small import model
from libai.evaluation import PPLEvaluator
graph = get_config("common/models/graph.py").graph
train = get_config("common/train.py").train
optim = get_config("common/optim.py").optim
data = get_config("common/data/gpt_dataset.py")
datalo... | 967 | 32.37931 | 73 | py |
libai | libai-main/projects/PaLM/configs/models/palm_small.py | from libai.config import LazyCall
from projects.PaLM.palm_model import PaLM
palm_cfg = dict(
vocab_size=50304,
dim=768,
depth=12,
dim_head=64,
num_heads=12,
ffn_mult=4,
initializer_range=0.02,
layernorm_eps=1e-12,
amp_enabled=False,
)
model = LazyCall(PaLM)(cfg=palm_cfg)
| 310 | 17.294118 | 41 | py |
libai | libai-main/projects/PaLM/configs/models/palm_8b.py | from .palm_small import model
model.cfg.dim = 4096
model.cfg.depth = 32
model.cfg.dim_head = 256
model.cfg.num_heads = 16
| 123 | 16.714286 | 29 | py |
libai | libai-main/projects/PaLM/configs/models/palm_30b.py | from .palm_small import model
model.cfg.dim = 6144
model.cfg.depth = 48
model.cfg.dim_head = 256
model.cfg.num_heads = 24
| 123 | 16.714286 | 29 | py |
libai | libai-main/projects/PaLM/configs/models/palm_62b.py | from .palm_small import model
model.cfg.dim = 8192
model.cfg.depth = 64
model.cfg.dim_head = 256
model.cfg.num_heads = 32
| 123 | 16.714286 | 29 | py |
libai | libai-main/projects/PaLM/configs/models/palm_16b.py | from .palm_small import model
model.cfg.dim = 4096
model.cfg.depth = 64
model.cfg.dim_head = 256
model.cfg.num_heads = 16
| 123 | 16.714286 | 29 | py |
libai | libai-main/projects/SimCSE/evaluator.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 1,690 | 32.156863 | 81 | py |
libai | libai-main/projects/SimCSE/config/config_simcse_sup.py | from omegaconf import OmegaConf
from configs.common.data.bert_dataset import tokenization
from configs.common.models.bert import cfg as simcse_cfg
from configs.common.models.graph import graph
from configs.common.optim import optim
from configs.common.train import train
from libai.config import LazyCall
from libai.dat... | 2,934 | 27.77451 | 77 | py |
libai | libai-main/projects/SimCSE/config/config_simcse_unsup.py | from omegaconf import OmegaConf
from configs.common.data.bert_dataset import tokenization
from configs.common.models.bert import cfg as simcse_cfg
from configs.common.models.graph import graph
from configs.common.optim import optim
from configs.common.train import train
from libai.config import LazyCall
from libai.dat... | 2,966 | 28.67 | 81 | py |
libai | libai-main/projects/SimCSE/dataset/dataset.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 7,829 | 32.896104 | 99 | py |
libai | libai-main/projects/SimCSE/utils/load_huggingface_weight.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 7,362 | 44.732919 | 99 | py |
libai | libai-main/projects/SimCSE/modeling/bert_for_simcse.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 1,396 | 40.088235 | 88 | py |
libai | libai-main/projects/SimCSE/modeling/model_utils.py | import oneflow as flow
from oneflow import nn
import libai
def cosine_similarity(x, y, dim=-1):
return flow.sum(x * y, dim=dim) / (flow.linalg.norm(x, dim=dim) * flow.linalg.norm(y, dim=dim))
class MLPLayer(nn.Module):
def __init__(self, cfg):
super().__init__()
self.dense = libai.layers.Li... | 601 | 25.173913 | 99 | py |
libai | libai-main/projects/SimCSE/modeling/simcse_unsup.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,946 | 37.320388 | 94 | py |
libai | libai-main/projects/SimCSE/modeling/simcse_sup.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 4,318 | 36.232759 | 94 | py |
libai | libai-main/projects/CLIP/clip/simple_tokenizer.py | # --------------------------------------------------------
# Borrow code from:
# https://github.com/openai/CLIP/tree/main/clip/simple_tokenizer.py
# --------------------------------------------------------
import gzip
import html
import os
from functools import lru_cache
import ftfy
import regex as re
from libai.uti... | 5,324 | 32.074534 | 119 | py |
libai | libai-main/projects/CLIP/clip/clip.py | # --------------------------------------------------------
# Borrow code from:
# https://github.com/openai/CLIP/tree/main/clip/clip.py
# --------------------------------------------------------
import hashlib
import os
import urllib
import warnings
from typing import List, Union
import oneflow as flow
import torch
fr... | 7,197 | 34.99 | 168 | py |
libai | libai-main/projects/CLIP/clip/model.py | # --------------------------------------------------------
# Borrow code from:
# https://github.com/openai/CLIP/tree/main/clip/model.py
# --------------------------------------------------------
from collections import OrderedDict
from typing import Dict, Tuple, Union
import numpy as np
import oneflow as flow
import ... | 25,690 | 34.731572 | 100 | py |
libai | libai-main/projects/CLIP/clip/__init__.py | from .clip import load, tokenize
| 33 | 16 | 32 | py |
libai | libai-main/projects/CLIP/clip/ops.py | # --------------------------------------------------------
# Reference:
# https://github.com/pyflow/pyflow/blob/1.7/flow/nn/functional.py#L4041
# --------------------------------------------------------
import warnings
from typing import Optional, Tuple
import oneflow as flow
import oneflow.nn.functional as F
from on... | 12,264 | 43.6 | 100 | py |
libai | libai-main/projects/CLIP/tests/test_multi_head_attn.py | import os
import sys
import unittest
import numpy as np
import oneflow as flow
import torch
from torch.nn.functional import multi_head_attention_forward as multi_head_attention_forward_torch
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), os.path.pardir)))
from clip.ops import multi_head_atten... | 3,149 | 33.23913 | 100 | py |
libai | libai-main/projects/CLIP/tests/test_clip.py | import os
import sys
import unittest
import oneflow as flow
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), os.path.pardir)))
from clip.model import CLIP, ModifiedResNet, Transformer # noqa: E402
class TestCLIP(unittest.TestCase):
def test_modified_resnet(self):
net = ModifiedRe... | 2,094 | 27.69863 | 95 | py |
libai | libai-main/projects/GLM/modeling_glm.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
# Copyright 2022 The 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... | 19,130 | 38.202869 | 98 | py |
libai | libai-main/projects/GLM/infer_glm.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
# Copyright 2022 The 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... | 2,213 | 33.59375 | 97 | py |
libai | libai-main/projects/GLM/tokenizer/glm_tokenizer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
# Copyright 2022 The 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... | 15,872 | 36.792857 | 100 | py |
libai | libai-main/projects/GLM/layers/position_embedding.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
# Copyright 2022 The 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... | 2,439 | 35.969697 | 87 | py |
libai | libai-main/projects/GLM/layers/embedding_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
# Copyright 2022 The 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... | 3,541 | 35.895833 | 97 | py |
libai | libai-main/projects/GLM/layers/transformer_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
# Copyright 2022 The 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... | 4,684 | 34.225564 | 99 | py |
libai | libai-main/projects/GLM/layers/attention_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
# Copyright 2022 The 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... | 4,610 | 31.935714 | 91 | py |
libai | libai-main/projects/GLM/configs/glm_inference.py | from omegaconf import DictConfig
from libai.config import LazyCall
from projects.GLM.modeling_glm import GLMModel
cfg = dict(
num_layers=48,
vocab_size=30592,
hidden_size=4096,
num_attention_heads=64,
max_sequence_length=1024,
embedding_dropout_prob=0.0,
attention_dropout_prob=0.0,
out... | 1,514 | 23.435484 | 46 | py |
libai | libai-main/projects/GLM/utils/glm_loader.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 6,333 | 38.836478 | 96 | py |
libai | libai-main/projects/NeRF/evaluation/nerf_evaluator.py | import copy
import math
import os
from collections import OrderedDict
from datetime import datetime
import cv2
import flowvision.transforms as T
import imageio
import numpy as np
import oneflow as flow
from PIL import Image
from libai.evaluation.cls_evaluator import ClsEvaluator
from libai.utils import distributed as... | 5,641 | 33.613497 | 100 | py |
libai | libai-main/projects/NeRF/datasets/__init__.py | from .nerf_dataset import BlenderDataset, LLFFDataset
| 54 | 26.5 | 53 | py |
libai | libai-main/projects/NeRF/datasets/nerf_dataset.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 32,893 | 36.379545 | 99 | py |
libai | libai-main/projects/NeRF/configs/config_nerf_for_rendering.py | from projects.NeRF.configs.config_nerf import (
train,
dataset,
dataloader,
graph,
model,
LazyCall,
build_image_test_loader,
)
from projects.NeRF.evaluation.nerf_evaluator import NerfVisEvaluator
from libai.data.samplers import SingleRoundSampler
# NOTE: Used for generating MP4 format files... | 1,712 | 33.26 | 92 | py |
libai | libai-main/projects/NeRF/configs/config_model.py | from omegaconf import DictConfig
from libai.config import LazyCall
from projects.NeRF.modeling.System import NerfSystem
cfg = dict(
D=8,
W=256,
in_channels_xyz=63,
in_channels_dir=27,
skips=[4],
N_samples=64,
use_disp=False,
perturb=1.0,
noise_std=0.0,
N_importance=128,
ch... | 427 | 16.12 | 52 | py |
libai | libai-main/projects/NeRF/configs/config_nerf.py | from omegaconf import OmegaConf
import oneflow as flow
import oneflow.nn as nn
from libai.data.build import build_image_train_loader, build_image_test_loader
from libai.config import LazyCall, get_config
from libai.optim import get_default_optimizer_params
from libai.scheduler.lr_scheduler import WarmupCosineAnnealin... | 5,666 | 31.382857 | 98 | py |
libai | libai-main/projects/NeRF/optimizers/Radam.py | import math
import oneflow as flow
from oneflow.optim import Optimizer
class RAdam(Optimizer):
def __init__(
self, params, lr=1e-3, betas=(0.9, 0.999), eps=1e-8, weight_decay=0, degenerated_to_sgd=True
):
if not 0.0 <= lr:
raise ValueError("Invalid learning rate: {}".format(lr))
... | 4,573 | 39.122807 | 100 | py |
libai | libai-main/projects/NeRF/optimizers/Ranger.py | import math
import oneflow as flow
from oneflow.optim import Optimizer
class Ranger(Optimizer):
def __init__(
self,
params,
lr=1e-3,
alpha=0.5,
k=6,
N_sma_threshhold=5,
betas=(0.95, 0.999),
eps=1e-5,
weight_decay=0,
):
# paramete... | 5,082 | 34.298611 | 92 | py |
libai | libai-main/projects/NeRF/optimizers/__init__.py | from .Radam import RAdam
from .Ranger import Ranger
| 52 | 16.666667 | 26 | py |
libai | libai-main/projects/NeRF/modeling/NeRF.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 5,175 | 34.210884 | 99 | py |
libai | libai-main/projects/NeRF/modeling/System.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 18,288 | 38.415948 | 100 | py |
libai | libai-main/projects/Couplets/distribute_infer.py | import os
import sys
dir_path = os.path.abspath(os.path.dirname(__file__)) # noqa
sys.path.append(dir_path) # noqa
import oneflow as flow # noqa
from dataset.mask import make_sequence_mask # noqa
from tokenizer.tokenizer import CoupletsTokenizer # noqa
from libai.data.structures import DistTensorData # noqa
fr... | 3,590 | 31.351351 | 98 | py |
libai | libai-main/projects/Couplets/infer.py | import os
import sys
dir_path = os.path.abspath(os.path.dirname(__file__))
sys.path.append(dir_path)
import oneflow as flow # noqa
from dataset.mask import make_padding_mask, make_sequence_mask # noqa
from modeling.model import Seq2Seq # noqa
from tokenizer.tokenizer import CoupletsTokenizer # noqa
from libai.co... | 2,739 | 36.534247 | 98 | py |
libai | libai-main/projects/Couplets/dataset/dataset.py | import os
import oneflow as flow
from dataset.mask import make_padding_mask, make_sequence_mask
from oneflow.utils.data import Dataset
from tokenizer.tokenizer import CoupletsTokenizer
from libai.data.structures import DistTensorData, Instance
class CoupletsDataset(Dataset):
def __init__(self, path, is_train=Tr... | 2,414 | 37.951613 | 100 | py |
libai | libai-main/projects/Couplets/dataset/mask.py | import numpy as np
def make_padding_mask(q_ids, kv_ids, pad_id):
q = (np.array(q_ids) != pad_id).reshape(-1, 1)
kv = (np.array(kv_ids) != pad_id).reshape(1, -1)
padding_mask = (q * kv).astype(float)
return padding_mask
def make_sequence_mask(ids):
seqlen = len(ids)
sequence_mask = np.triu(np... | 382 | 24.533333 | 66 | py |
libai | libai-main/projects/Couplets/tokenizer/tokenizer.py | import collections
def load_vocab(vocab_file):
vocab = collections.OrderedDict()
index = 0
with open(vocab_file, "r", encoding="utf-8") as reader:
while True:
token = reader.readline()
token = token.strip("\n")
if not token:
break
voc... | 1,361 | 27.978723 | 62 | py |
libai | libai-main/projects/Couplets/configs/config.py | import os
import sys
dir_path = os.path.abspath(os.path.dirname(__file__))
dir_path = "/".join(dir_path.split("/")[:-1])
sys.path.append(dir_path)
from omegaconf import OmegaConf # noqa
from dataset.dataset import CoupletsDataset # noqa
from modeling.model import Seq2Seq # noqa
from libai.config import get_confi... | 2,244 | 25.104651 | 82 | py |
libai | libai-main/projects/Couplets/modeling/model.py | import oneflow as flow
from oneflow import nn
from libai.layers.cross_entropy import ParallelCrossEntropyLoss
from libai.utils import distributed as dist
from .transformer_model import TransformerModel
class Seq2SeqLoss(nn.Module):
def __init__(self):
super().__init__()
self.lm_loss = ParallelCr... | 5,603 | 36.610738 | 98 | py |
libai | libai-main/projects/Couplets/modeling/transformer_model.py | import math
import oneflow as flow
from oneflow import nn
from libai.config import configurable
from libai.layers import (
LayerNorm,
Linear,
SinePositionalEmbedding,
TransformerLayer,
VocabEmbedding,
)
from libai.models.utils import init_method_normal, scaled_init_method_normal
from libai.utils i... | 10,592 | 35.527586 | 95 | py |
libai | libai-main/projects/MT5/mt5_model.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 18,295 | 40.487528 | 97 | py |
libai | libai-main/projects/MT5/train_net.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,832 | 33.845455 | 98 | py |
libai | libai-main/projects/MT5/layers/logits_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 1,958 | 35.962264 | 96 | py |
libai | libai-main/projects/MT5/layers/mask_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 2,225 | 33.78125 | 91 | py |
libai | libai-main/projects/MT5/layers/loss_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 2,691 | 34.421053 | 86 | py |
libai | libai-main/projects/MT5/layers/transformer_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 10,004 | 38.082031 | 99 | py |
libai | libai-main/projects/MT5/layers/embed_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 4,294 | 34.204918 | 95 | py |
libai | libai-main/projects/MT5/layers/attention_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 13,441 | 37.849711 | 99 | py |
libai | libai-main/projects/MT5/layers/lm_head_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 1,310 | 34.432432 | 84 | py |
libai | libai-main/projects/MT5/layers/mlp_layer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,629 | 27.582677 | 76 | py |
libai | libai-main/projects/MT5/configs/mt5_base.py | from omegaconf import DictConfig
from libai.config import LazyCall
from projects.MT5.mt5_model import MT5Model, MT5ForPreTraining
cfg = dict(
vocab_size=250112,
hidden_size=768,
hidden_layers=12,
num_attention_heads=12,
head_size=64,
intermediate_size=2048,
hidden_dropout_prob=0.1,
att... | 737 | 22.806452 | 62 | py |
libai | libai-main/projects/MT5/configs/t5_inference.py | from .mt5_base import cfg
from libai.config import LazyCall
from libai.tokenizer import T5Tokenizer
from projects.MT5.mt5_model import MT5Model, MT5ForPreTraining
from configs.common.train import train
from configs.common.data.t5_dataset import tokenization
cfg.update(
model_type="t5",
is_encoder_decoder=True,... | 1,182 | 24.170213 | 62 | py |
libai | libai-main/projects/MT5/configs/mt5_small.py | from omegaconf import DictConfig
from libai.config import LazyCall
from projects.MT5.mt5_model import MT5Model, MT5ForPreTraining
cfg = dict(
vocab_size=250112,
hidden_size=512,
hidden_layers=8,
num_attention_heads=6,
head_size=64,
intermediate_size=1024,
hidden_dropout_prob=0.1,
atten... | 736 | 22.774194 | 62 | py |
libai | libai-main/projects/MT5/configs/mt5_large.py | from omegaconf import DictConfig
from libai.config import LazyCall
from projects.MT5.mt5_model import MT5Model, MT5ForPreTraining
cfg = dict(
vocab_size=250112,
hidden_size=1024,
hidden_layers=24,
num_attention_heads=16,
head_size=64,
intermediate_size=2816,
hidden_dropout_prob=0.1,
at... | 739 | 22.870968 | 62 | py |
libai | libai-main/projects/MT5/configs/mt5_pretrain.py | from libai.config import LazyCall
from libai.evaluation import PPLEvaluator
from libai.scheduler import WarmupExponentialLR
from configs.common.train import train
from configs.common.data.t5_dataset import dataloader, tokenization
from configs.common.models.graph import graph
from configs.common.optim import optim
from... | 2,284 | 30.736111 | 69 | py |
libai | libai-main/projects/MT5/utils/mt5_loader.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 14,821 | 48.07947 | 100 | py |
libai | libai-main/projects/MT5/utils/mt5_metrc_printer.py | import datetime
import logging
import time
from libai.utils.events import EventWriter, get_event_storage
class MT5MetricPrinter(EventWriter):
"""
Print **MT5** metrics to the terminal, including
iteration time, ETA, memory, all losses, and the learning rate.
It also applies smoothing using a window o... | 4,601 | 39.725664 | 98 | py |
libai | libai-main/projects/QQP/dataset/qqp_dataset.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,895 | 38.755102 | 95 | py |
libai | libai-main/projects/QQP/dataset/data_utils.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 3,632 | 28.778689 | 98 | py |
libai | libai-main/projects/QQP/dataset/data.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 2,374 | 36.698413 | 95 | py |
libai | libai-main/projects/QQP/dataset/download_qqp_data.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 1,660 | 38.547619 | 135 | py |
libai | libai-main/projects/QQP/tokenizer/bert_tokenization.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 21,129 | 32.862179 | 84 | py |
libai | libai-main/projects/QQP/tokenizer/tokenizer.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 5,981 | 30.819149 | 92 | py |
libai | libai-main/projects/QQP/configs/config_qqp.py | from omegaconf import OmegaConf
from configs.common.data.bert_dataset import tokenization
from configs.common.models.bert import cfg as qqp_cfg
from configs.common.optim import optim
from configs.common.train import train
from configs.common.models.graph import graph
from libai.config import LazyCall
from libai.data.b... | 2,277 | 26.119048 | 74 | py |
libai | libai-main/projects/QQP/modeling/model.py | # coding=utf-8
# Copyright 2021 The OneFlow Authors. 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/LICENSE-2.0
#
# Unless require... | 2,934 | 35.234568 | 94 | py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.