python_code stringlengths 0 679k | repo_name stringlengths 9 41 | file_path stringlengths 6 149 |
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# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""Linear API"""
import warnings
from typing import Union, Optional, Callable, Tuple, List, Dict, Any
import torch
from torch.nn.parameter import Parameter
import transformer_engine_extensions as... | TransformerEngine-main | transformer_engine/pytorch/module/linear.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""Internal function used by multiple modules."""
from typing import Union, Dict, Any
import torch
from .. import cpp_extensions as tex
from ..fp8 import get_fp8_te_dtype
def _get_normalization... | TransformerEngine-main | transformer_engine/pytorch/module/_common.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""Module level PyTorch APIs"""
from .layernorm_linear import LayerNormLinear
from .linear import Linear
from .layernorm_mlp import LayerNormMLP
from .layernorm import LayerNorm
from .rmsnorm impor... | TransformerEngine-main | transformer_engine/pytorch/module/__init__.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""LayerNormLinear API"""
import os
import warnings
from typing import Union, Optional, Callable, Tuple, List, Dict, Any
import torch
from torch.nn.parameter import Parameter
from torch.nn import... | TransformerEngine-main | transformer_engine/pytorch/module/layernorm_linear.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""Base modules and utilities for TransformerEngine PyTorch API"""
import io
import os
import pickle
import warnings
from abc import ABC, abstractmethod
from typing import Generator, Union, Optiona... | TransformerEngine-main | transformer_engine/pytorch/module/base.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""
Sharding Meta for xmap with CustomCall
"""
from contextlib import contextmanager
from dataclasses import dataclass
from enum import Enum
from itertools import repeat
from typing import Union, T... | TransformerEngine-main | transformer_engine/jax/sharding.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""JAX layernorm modules"""
from typing import Tuple, Sequence
from functools import partial, reduce
import operator
import jax
import jax.numpy as jnp
from transformer_engine_jax import DType as ... | TransformerEngine-main | transformer_engine/jax/layernorm.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""
Helper module for fp8 meta management
"""
from contextlib import contextmanager
from enum import Enum
from typing import Dict, List, Optional, Tuple, Union
import jax
import jax.numpy as jnp
fr... | TransformerEngine-main | transformer_engine/jax/fp8.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""Transformer Engine bindings for JAX"""
from . import flax
from .fp8 import fp8_autocast, update_collections, update_fp8_metas, get_delayed_scaling
from .sharding import MajorShardingType, Shardi... | TransformerEngine-main | transformer_engine/jax/__init__.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""JAX multi-head attention modules"""
from enum import Enum
from functools import partial
import jax
import jax.numpy as jnp
from transformer_engine_jax import NVTE_Bias_Type
from transformer_eng... | TransformerEngine-main | transformer_engine/jax/fused_attn.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""JAX MLP modules"""
from typing import Tuple, Sequence, Union, Callable
from functools import partial, reduce
import operator
import jax
import jax.numpy as jnp
from jax.interpreters import pxla... | TransformerEngine-main | transformer_engine/jax/mlp.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""JAX te custom call"""
from abc import ABCMeta, abstractmethod
from dataclasses import dataclass
from typing import Tuple
from functools import partial, reduce
import operator
import warnings
im... | TransformerEngine-main | transformer_engine/jax/cpp_extensions.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""JAX te modules"""
from typing import Tuple, Sequence
from functools import partial, reduce
import operator
import jax
import jax.numpy as jnp
from transformer_engine_jax import DType as TEDType... | TransformerEngine-main | transformer_engine/jax/dot.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""JAX softmax modules"""
from enum import Enum
from functools import partial
from typing import Optional
import jax
import jax.numpy as jnp
from .cpp_extensions import scaled_softmax_fwd
from .cp... | TransformerEngine-main | transformer_engine/jax/softmax.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""Praxis related Modules"""
from .module import FusedSoftmax, LayerNorm
from .module import LayerNormLinear, LayerNormMLP, Linear, TransformerEngineBaseLayer
from .transformer import MultiHeadAtten... | TransformerEngine-main | transformer_engine/jax/praxis/__init__.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""
Praxis Modules related Transformer
"""
from functools import partial
from typing import Optional, Sequence, Tuple
from praxis import pax_fiddle
from praxis.base_layer import WeightInit
from pra... | TransformerEngine-main | transformer_engine/jax/praxis/transformer.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""
Praxis Modules
"""
from functools import partial
from typing import Callable, Iterable, Sequence, Tuple, Union
from praxis import pax_fiddle
from praxis.base_layer import init_var
from praxis.b... | TransformerEngine-main | transformer_engine/jax/praxis/module.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""Transformer Engine bindings for JAX"""
from .module import DenseGeneral, LayerNorm
from .module import LayerNormDenseGeneral, LayerNormMLP, TransformerEngineBase
from .transformer import extend_l... | TransformerEngine-main | transformer_engine/jax/flax/__init__.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""
Wrapper module for Transformer related layers with FP8 support.
"""
import functools
from enum import Enum
from math import sqrt
import os
from typing import Any, Callable, Optional, Sequence, T... | TransformerEngine-main | transformer_engine/jax/flax/transformer.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# See LICENSE for license information.
"""
Wrapper module for Transformer related layers with FP8 support.
"""
import functools
import operator
from typing import Any, Callable, Iterable, List, Sequence, Tuple, Union
import jax.numpy as... | TransformerEngine-main | transformer_engine/jax/flax/module.py |
#!/usr/bin/env python2
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import os.path
import setuptools
LOCAL_DIR = os.path.dirname(os.path.abspath(__file__))
# Get current __version__
version_locals = {}
execfile(os.path.join(LOCAL_DIR, 'digits', 'version.py'), {}, version_locals)
# Get requir... | DIGITS-master | setup.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
import os
from setuptools import setup, find_packages
from digits.extensions.view import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read()
... | DIGITS-master | plugins/view/gan/setup.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .view import Visualization
__all__ = ['Visualization']
| DIGITS-master | plugins/view/gan/digitsViewPluginGan/__init__.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits import utils
from digits.utils import subclass
from flask_wtf import Form
import wtforms.validators
@subclass
class ConfigForm(Form):
"""
A form used to configure gradient visualizati... | DIGITS-master | plugins/view/gan/digitsViewPluginGan/forms.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
import pickle
import imageio
import numpy as np
import PIL.Image
impo... | DIGITS-master | plugins/view/gan/digitsViewPluginGan/view.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import os
from setuptools import setup, find_packages
from digits.extensions.view import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read... | DIGITS-master | plugins/view/imageGradients/setup.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .view import Visualization
__all__ = ['Visualization']
| DIGITS-master | plugins/view/imageGradients/digitsViewPluginImageGradients/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from digits import utils
from digits.utils import subclass
from flask_wtf import Form
import wtforms
from wtforms import validators
@subclass
class ConfigForm(Form):
"""
A form used to configure gradie... | DIGITS-master | plugins/view/imageGradients/digitsViewPluginImageGradients/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import numpy as np
import os
import PIL.Image
import PIL.ImageDraw
import digits
from digits.utils import subclass, override
from digits.extensions.view.interface import VisualizationInterface
from .forms impor... | DIGITS-master | plugins/view/imageGradients/digitsViewPluginImageGradients/view.py |
import os
from setuptools import setup, find_packages
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from digits.extensions.view import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read(... | DIGITS-master | plugins/view/textClassification/setup.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .view import Visualization
__all__ = ['Visualization']
| DIGITS-master | plugins/view/textClassification/digitsViewPluginTextClassification/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from digits import utils
from digits.utils import subclass
from flask_wtf import Form
from wtforms import validators
@subclass
class ConfigForm(Form):
"""
A form used to configure text classification v... | DIGITS-master | plugins/view/textClassification/digitsViewPluginTextClassification/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import numpy as np
from digits.utils import subclass, override
from digits.extensions.view.interface import VisualizationInterface
from .forms import ConfigForm
CONFIG_TEMPLATE = "templates/config_... | DIGITS-master | plugins/view/textClassification/digitsViewPluginTextClassification/view.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
import os
from setuptools import setup, find_packages
from digits.extensions.data import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read()
... | DIGITS-master | plugins/data/gan/setup.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | plugins/data/gan/digitsDataPluginGan/__init__.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from flask_wtf import Form
from wtforms import HiddenField, TextAreaField, validators
from digits import utils
from digits.utils import subclass
@subclass
class DatasetForm(Form):
"""
A form use... | DIGITS-master | plugins/data/gan/digitsDataPluginGan/forms.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import pickle
import numpy as np
from digits.utils import constants, override, image, subclass
from digits.extensions.data.interface import DataIngestionInterface
from .forms import DatasetForm, Inference... | DIGITS-master | plugins/data/gan/digitsDataPluginGan/data.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import os
from setuptools import setup, find_packages
from digits.extensions.data import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read... | DIGITS-master | plugins/data/sunnybrook/setup.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | plugins/data/sunnybrook/digitsDataPluginSunnybrook/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits import utils
from digits.utils import subclass
from flask_wtf import Form
from wtforms import validators
@subclass
class DatasetForm(Form):
"""
A form used to create a Sunnybrook... | DIGITS-master | plugins/data/sunnybrook/digitsDataPluginSunnybrook/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import cv2
import fnmatch
import math
import os
import random
import re
import pydicom
import numpy as np
from digits.utils import subclass, override, constants
from digits.utils.constants import COLOR_PALETTE... | DIGITS-master | plugins/data/sunnybrook/digitsDataPluginSunnybrook/data.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import os
from setuptools import setup, find_packages
from digits.extensions.data import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read... | DIGITS-master | plugins/data/imageGradients/setup.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | plugins/data/imageGradients/digitsDataPluginImageGradients/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from digits import utils
from digits.utils import subclass
from digits.utils.forms import validate_required_iff
from flask_wtf import Form
import wtforms
from wtforms import validators
@subclass
class DatasetF... | DIGITS-master | plugins/data/imageGradients/digitsDataPluginImageGradients/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from digits.utils import subclass, override, constants
from digits.extensions.data.interface import DataIngestionInterface
from .forms import DatasetForm, InferenceForm
import numpy as np
import os
TEMPLATE = ... | DIGITS-master | plugins/data/imageGradients/digitsDataPluginImageGradients/data.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
import os
from setuptools import setup, find_packages
from digits.extensions.data import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read()
... | DIGITS-master | plugins/data/bAbI/setup.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | plugins/data/bAbI/digitsDataPluginBAbI/__init__.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits import utils
from digits.utils import subclass
from flask_wtf import Form
from wtforms import validators
@subclass
class DatasetForm(Form):
"""
A form used to create a Sunnybrook data... | DIGITS-master | plugins/data/bAbI/digitsDataPluginBAbI/forms.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import copy
import os
import string
import numpy as np
def encode_field(field, word_map, sentence_size, story_size):
"""
return a 2-D array with shape (story_size, sentence_size)
"""
x = np.zeros(... | DIGITS-master | plugins/data/bAbI/digitsDataPluginBAbI/utils.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits.utils import subclass, override, constants
from digits.extensions.data.interface import DataIngestionInterface
from .forms import DatasetForm, InferenceForm
from . import utils
DATASET_TEMPLA... | DIGITS-master | plugins/data/bAbI/digitsDataPluginBAbI/data.py |
import os
from setuptools import setup, find_packages
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from digits.extensions.data import GROUP as DIGITS_PLUGIN_GROUP
# Utility function to read the README file.
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read(... | DIGITS-master | plugins/data/textClassification/setup.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | plugins/data/textClassification/digitsDataPluginTextClassification/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits import utils
from digits.utils import subclass
from flask_wtf import Form
from wtforms import validators
def validate_file_path(form, field):
if not field.data:
pass
else... | DIGITS-master | plugins/data/textClassification/digitsDataPluginTextClassification/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import csv
import os
import random
import numpy as np
from digits.utils import subclass, override, constants
from digits.extensions.data.interface import DataIngestionInterface
from .forms import DatasetForm, ... | DIGITS-master | plugins/data/textClassification/digitsDataPluginTextClassification/data.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
import re
from digits import test_utils
test_utils.skipIfNotFramework('none')
class TestVersion():
DEV_REGEX = re.compile('^(0|[1-9]\d*)\.(0|[1-9]\d*)-dev$')
# Copyright (c) Sindre S... | DIGITS-master | digits/test_version.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import logging
import os.path
import platform
import re
import signal
import subprocess
import time
import flask
import gevent.event
from . import utils
from .config import config_value
from .status import Sta... | DIGITS-master | digits/task.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
"""
Utility functions used in other test files
"""
from __future__ import absolute_import
import os
import unittest
from digits.config import config_value
def skipTest(message):
raise unittest.SkipTest(message)
def skipIfNotFramework(framewo... | DIGITS-master | digits/test_utils.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
__version__ = '6.1.1'
| DIGITS-master | digits/version.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import logging
import logging.handlers
import sys
from digits.config import config_value
DATE_FORMAT = '%Y-%m-%d %H:%M:%S'
class JobIdLogger(logging.Logger):
def makeRecord(self, name, level, fn, lno, ... | DIGITS-master | digits/log.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import os.path
import pickle
import shutil
import threading
import time
import flask
from .status import Status, StatusCls
from digits.config import config_value
from digits.utils import sizeof_fmt, ... | DIGITS-master | digits/job.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import flask
from flask_socketio import SocketIO
from gevent import monkey
monkey.patch_all()
from .config import config_value # noqa
from digits import utils # noqa
from digits.utils import filesy... | DIGITS-master | digits/webapp.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .version import __version__
__all__ = ['__version__']
| DIGITS-master | digits/__init__.py |
#!/usr/bin/env python2
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import argparse
import ctypes
import platform
class c_cudaDeviceProp(ctypes.Structure):
"""
Passed to cudart.cudaGetDeviceProperties()
"""
_fields_ = [
('name', c... | DIGITS-master | digits/device_query.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import pickle
import tempfile
from .job import Job
from .status import Status
from digits import test_utils
test_utils.skipIfNotFramework('none')
class TestStatus():
def test_run_too_soon(sel... | DIGITS-master | digits/test_status.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from . import scheduler
from .config import config_value
from .job import Job
from .webapp import app
from digits import test_utils
from digits.utils import subclass, override
test_utils.skipIfNotFramework('no... | DIGITS-master | digits/test_scheduler.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import json
import time
import urllib
from urlparse import urlparse
from . import test_utils
from . import webapp
################################################################################
# Base classe... | DIGITS-master | digits/test_views.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import mock
import platform
import unittest
from . import device_query
from digits import test_utils
test_utils.skipIfNotFramework('none')
class TestGetDevices():
"""
tests for device_query.get_devi... | DIGITS-master | digits/test_device_query.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from collections import OrderedDict
import os
import shutil
import signal
import time
import traceback
import gevent
import gevent.event
import gevent.queue
from . import utils
from .config import config_value... | DIGITS-master | digits/scheduler.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
import os.path
import sys
# Update PATH to include the local DIGITS directory
PARENT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
found_parent_dir = False
for p in sys.path:
if os.path.abspath(p) == PARENT_D... | DIGITS-master | digits/__main__.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import glob
import json
import platform
import traceback
import os
import flask
from flask_socketio import join_room, leave_room
import werkzeug.exceptions
from .config import config_value
from .webapp import ... | DIGITS-master | digits/views.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import time
class Status():
"""
A little class to store the state of Jobs and Tasks
It's pickle-able!
"""
# Enum-like attributes
INIT = 'I'
WAIT = 'W'
RUN = 'R'
DONE = 'D'... | DIGITS-master | digits/status.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits.job import Job
from digits.utils import subclass, override
from digits.pretrained_model.tasks import CaffeUploadTask, TorchUploadTask, TensorflowUploadTask
@subclass
class PretrainedModel... | DIGITS-master | digits/pretrained_model/job.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .job import PretrainedModelJob
__all__ = ['PretrainedModelJob']
| DIGITS-master | digits/pretrained_model/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import json
import os
import tempfile
import io
import tarfile
from bs4 import BeautifulSoup
import digits.webapp
import digits.dataset.images.classification.test_views
import digits.model.images.classification.test_views
from digits import test_ut... | DIGITS-master | digits/pretrained_model/test_views.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import flask
import tempfile
import tarfile
import zipfile
import json
import os
import shutil
from digits import utils
from digits.webapp import scheduler
from digits.pretrained_model import PretrainedModelJob
import werkzeug.exceptions
blueprint ... | DIGITS-master | digits/pretrained_model/views.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .upload_pretrained import UploadPretrainedModelTask
from .caffe_upload import CaffeUploadTask
from .torch_upload import TorchUploadTask
from .tensorflow_upload import TensorflowUploadTask
__all__ = [
'... | DIGITS-master | digits/pretrained_model/tasks/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits.utils import subclass, override
from digits.status import Status
from digits.pretrained_model.tasks import UploadPretrainedModelTask
@subclass
class CaffeUploadTask(UploadPretrainedModelTa... | DIGITS-master | digits/pretrained_model/tasks/caffe_upload.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits.utils import subclass, override
from digits.status import Status
from digits.pretrained_model.tasks import UploadPretrainedModelTask
@subclass
class TensorflowUploadTask(UploadPretrainedMo... | DIGITS-master | digits/pretrained_model/tasks/tensorflow_upload.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import shutil
from digits.task import Task
from digits.utils import subclass, override
@subclass
class UploadPretrainedModelTask(Task):
"""
A task for uploading pretrained models
"""
... | DIGITS-master | digits/pretrained_model/tasks/upload_pretrained.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits.utils import subclass, override
from digits.status import Status
from digits.pretrained_model.tasks import UploadPretrainedModelTask
@subclass
class TorchUploadTask(UploadPretrainedModelTa... | DIGITS-master | digits/pretrained_model/tasks/torch_upload.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
import itertools
import os
import shutil
import tempfile
import mock
from nose.tools import raises, assert_raises
import numpy as np
import PIL.Image
from . import parse_folder
from digits import test_utils
test_utils.skipIfNotFramework('none')
... | DIGITS-master | digits/tools/test_parse_folder.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import os.path
import shutil
import tempfile
import lmdb
import numpy as np
from . import analyze_db
from digits import test_utils
# Must import after importing digits.config
import caffe.io
test_utils.skipIfNotFramework('none')
class BaseTest... | DIGITS-master | digits/tools/test_analyze_db.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import mock
import tempfile
from . import resize_image
from digits import test_utils
test_utils.skipIfNotFramework('none')
class TestOutputValidation():
def test_no_filename(self):
assert resize_image.validate_output_file(None), 'Al... | DIGITS-master | digits/tools/test_resize_image.py |
#!/usr/bin/env python2
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
import logging
import os
import random
import requests
import re
import sys
import time
import urllib
from s3_walker import S3Walker
# Add path for DIGITS package
sys.path.insert(0, os.path.dirname(os.path.dirn... | DIGITS-master | digits/tools/parse_s3.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
from boto.s3.connection import S3Connection
from boto.s3.key import Key
from boto.s3.prefix import Prefix
import logging
from digits import utils, log # noqa
logger = logging.getLogger('digits.tools.s3_walker')
class S3Walker(object):
def __init__(self, endpoint, ... | DIGITS-master | digits/tools/s3_walker.py |
#!/usr/bin/env python2
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
import lmdb
import logging
import numpy as np
import os
import PIL.Image
imp... | DIGITS-master | digits/tools/create_generic_db.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from collections import Counter
import os.path
import shutil
import tempfile
import Queue
import nose.tools
import numpy as np
import PIL.Image
from . import create_db
from digits import test_utils
test_utils.skipIfNotFramework('none')
class Ba... | DIGITS-master | digits/tools/test_create_db.py |
DIGITS-master | digits/tools/__init__.py | |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
import itertools
import os
import shutil
import tempfile
import mock
from nose.tools import raises, assert_raises
try:
from . import parse_s3
from digits.tools.mock_s3_walker import MockS3Walker
import_failed = False
except ImportError:... | DIGITS-master | digits/tools/test_parse_s3.py |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import sys
import os
import ConfigParser
from s3_walker import S3Walker
config = ConfigParser.RawConfigParser()
config.read('upload_config.cfg')
endpoint = config.get('S3 Config', 'endpoint')
accesskey = config.get('S3 Config', 'accesskey')
secretkey = config.get('S3 Conf... | DIGITS-master | digits/tools/upload_s3_data.py |
#!/usr/bin/env python2
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
import base64
import h5py
import logging
import numpy as np
import PIL.Image
import os
import sys
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
# Add path for DIG... | DIGITS-master | digits/tools/inference.py |
from s3_walker import S3Walker
class MockS3Walker(S3Walker):
def __init__(self, classes=range(10)): # endpoint, accesskey, secretkey):
self.s3_dict = {}
self.s3_dict['emptybucket'] = []
data = []
for prefix in ['train/', 'test/']:
for i in classes:
fo... | DIGITS-master | digits/tools/mock_s3_walker.py |
#!/usr/bin/env python2
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
from collections import Counter
import logging
import operator
import os.path
import sys
import time
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from... | DIGITS-master | digits/tools/analyze_db.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import shutil
import tempfile
import unittest
from . import create_generic_db
from digits import extensions
from digits import test_utils
from digits.utils import constants
test_utils.skipIfNotFramework('none')
class BaseTest(object):
FEATU... | DIGITS-master | digits/tools/test_create_generic_db.py |
#!/usr/bin/env python2
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
import logging
import os
import random
import requests
import re
import sys
import time
import urllib
# Add path for DIGITS package
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.dirname(os.path.abs... | DIGITS-master | digits/tools/parse_folder.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from digits import test_utils
import os.path
import tempfile
try:
from s3_walker import S3Walker
from boto.s3.bucket import Bucket
from boto.s3.key import Key
import_failed = False
except ImportError:
import_failed = True
global ... | DIGITS-master | digits/tools/test_s3_walker.py |
#!/usr/bin/env python2
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
from collections import Counter
import logging
import math
import os
import Queue
import random
import re
import shutil
import sys
import threading
import time
# Find the best implementation available
try:
... | DIGITS-master | digits/tools/create_db.py |
#!/usr/bin/env python2
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
import logging
import os
import sys
import PIL.Image
# Add path for DIGITS package
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
import digits.config # noqa
... | DIGITS-master | digits/tools/resize_image.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
#
# This document should comply with PEP-8 Style Guide
# Linter: pylint
"""
Class for generating Caffe-style learning rates using different policies.
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print... | DIGITS-master | digits/tools/tensorflow/lr_policy.py |
import time
import numpy as np
import wx
# This has been set up to optionally use the wx.BufferedDC if
# USE_BUFFERED_DC is True, it will be used. Otherwise, it uses the raw
# wx.Memory DC , etc.
# USE_BUFFERED_DC = False
USE_BUFFERED_DC = True
myEVT = wx.NewEventType()
DISPLAY_GRID_EVT = wx.PyEventBinder(myEVT, 1)
... | DIGITS-master | digits/tools/tensorflow/gandisplay.py |
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