__init__.py

# Copyright (c) 2016 PaddlePaddle 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 required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import os

try:
    from paddle.version import full_version as __version__
    from paddle.version import commit as __git_commit__

except ImportError:
    import sys
    sys.stderr.write('''Warning with import paddle: you should not
     import paddle from the source directory; please install paddlepaddle*.whl firstly.'''
                     )

import paddle.batch
batch = batch.batch
from .fluid import monkey_patch_variable
from .fluid.dygraph import monkey_patch_math_varbase
monkey_patch_variable()
monkey_patch_math_varbase()
import paddle.framework
from .framework import VarBase as Tensor
import paddle.compat
import paddle.distributed
import paddle.sysconfig
import paddle.tensor
import paddle.distribution
import paddle.nn
import paddle.distributed.fleet
import paddle.optimizer
import paddle.metric
import paddle.device
import paddle.regularizer

# TODO: define alias in tensor and framework directory

from .tensor.random import randperm
from .tensor.random import bernoulli

from .tensor.attribute import rank  #DEFINE_ALIAS
from .tensor.attribute import shape  #DEFINE_ALIAS
from .tensor.creation import to_tensor  #DEFINE_ALIAS
from .tensor.creation import diag  #DEFINE_ALIAS
from .tensor.creation import eye  #DEFINE_ALIAS
# from .tensor.creation import fill_constant  #DEFINE_ALIAS
# from .tensor.creation import get_tensor_from_selected_rows        #DEFINE_ALIAS
from .tensor.creation import linspace  #DEFINE_ALIAS
from .tensor.creation import ones  #DEFINE_ALIAS
from .tensor.creation import ones_like  #DEFINE_ALIAS
from .tensor.creation import zeros  #DEFINE_ALIAS
from .tensor.creation import zeros_like  #DEFINE_ALIAS
from .tensor.creation import arange  #DEFINE_ALIAS
from .tensor.creation import eye  #DEFINE_ALIAS
from .tensor.creation import full  #DEFINE_ALIAS
from .tensor.creation import full_like  #DEFINE_ALIAS
from .tensor.creation import triu  #DEFINE_ALIAS
from .tensor.creation import tril  #DEFINE_ALIAS
from .tensor.creation import meshgrid  #DEFINE_ALIAS
from .tensor.creation import empty  #DEFINE_ALIAS
from .tensor.creation import empty_like  #DEFINE_ALIAS
from .tensor.creation import assign  #DEFINE_ALIAS
from .tensor.linalg import matmul  #DEFINE_ALIAS
from .tensor.linalg import dot  #DEFINE_ALIAS
# from .tensor.linalg import einsum        #DEFINE_ALIAS
from .tensor.linalg import norm  #DEFINE_ALIAS
from .tensor.linalg import transpose  #DEFINE_ALIAS
from .tensor.linalg import dist  #DEFINE_ALIAS
from .tensor.linalg import t  #DEFINE_ALIAS
from .tensor.linalg import cross  #DEFINE_ALIAS
from .tensor.linalg import cholesky  #DEFINE_ALIAS
# from .tensor.linalg import tensordot        #DEFINE_ALIAS
from .tensor.linalg import bmm  #DEFINE_ALIAS
from .tensor.linalg import histogram  #DEFINE_ALIAS
from .tensor.linalg import mv  #DEFINE_ALIAS
from .tensor.logic import equal  #DEFINE_ALIAS
from .tensor.logic import greater_equal  #DEFINE_ALIAS
from .tensor.logic import greater_than  #DEFINE_ALIAS
from .tensor.logic import is_empty  #DEFINE_ALIAS
#from .tensor.logic import isfinite  #DEFINE_ALIAS
from .tensor.logic import less_equal  #DEFINE_ALIAS
from .tensor.logic import less_than  #DEFINE_ALIAS
from .tensor.logic import logical_and  #DEFINE_ALIAS
from .tensor.logic import logical_not  #DEFINE_ALIAS
from .tensor.logic import logical_or  #DEFINE_ALIAS
from .tensor.logic import logical_xor  #DEFINE_ALIAS
from .tensor.logic import not_equal  #DEFINE_ALIAS
from .tensor.logic import allclose  #DEFINE_ALIAS
from .tensor.logic import equal_all  #DEFINE_ALIAS
# from .tensor.logic import isnan        #DEFINE_ALIAS
from .tensor.logic import is_tensor  #DEFINE_ALIAS
from .tensor.manipulation import cast  #DEFINE_ALIAS
from .tensor.manipulation import concat  #DEFINE_ALIAS
from .tensor.manipulation import expand  #DEFINE_ALIAS
from .tensor.manipulation import broadcast_to  #DEFINE_ALIAS
from .tensor.manipulation import expand_as  #DEFINE_ALIAS
from .tensor.manipulation import tile  #DEFINE_ALIAS
from .tensor.manipulation import flatten  #DEFINE_ALIAS
from .tensor.manipulation import gather  #DEFINE_ALIAS
from .tensor.manipulation import gather_nd  #DEFINE_ALIAS
from .tensor.manipulation import reshape  #DEFINE_ALIAS
from .tensor.manipulation import flip as reverse  #DEFINE_ALIAS
from .tensor.manipulation import scatter  #DEFINE_ALIAS
from .tensor.manipulation import scatter_nd_add  #DEFINE_ALIAS
from .tensor.manipulation import scatter_nd  #DEFINE_ALIAS
from .tensor.manipulation import shard_index  #DEFINE_ALIAS
from .tensor.manipulation import slice  #DEFINE_ALIAS
from .tensor.manipulation import split  #DEFINE_ALIAS
from .tensor.manipulation import squeeze  #DEFINE_ALIAS
from .tensor.manipulation import stack  #DEFINE_ALIAS
from .tensor.manipulation import strided_slice  #DEFINE_ALIAS
from .tensor.manipulation import transpose  #DEFINE_ALIAS
from .tensor.manipulation import unique  #DEFINE_ALIAS
from .tensor.manipulation import unsqueeze  #DEFINE_ALIAS
from .tensor.manipulation import unstack  #DEFINE_ALIAS
from .tensor.manipulation import flip  #DEFINE_ALIAS
from .tensor.manipulation import unbind  #DEFINE_ALIAS
from .tensor.manipulation import roll  #DEFINE_ALIAS
from .tensor.manipulation import chunk  #DEFINE_ALIAS
from .tensor.math import abs  #DEFINE_ALIAS
from .tensor.math import acos  #DEFINE_ALIAS
from .tensor.math import asin  #DEFINE_ALIAS
from .tensor.math import atan  #DEFINE_ALIAS
from .tensor.math import ceil  #DEFINE_ALIAS
from .tensor.math import cos  #DEFINE_ALIAS
from .tensor.math import cosh  #DEFINE_ALIAS
from .tensor.math import cumsum  #DEFINE_ALIAS
# from .tensor.math import elementwise_add  #DEFINE_ALIAS
# from .tensor.math import elementwise_div  #DEFINE_ALIAS
# from .tensor.math import elementwise_floordiv  #DEFINE_ALIAS
# from .tensor.math import elementwise_mod  #DEFINE_ALIAS
# from .tensor.math import elementwise_pow  #DEFINE_ALIAS
# from .tensor.math import elementwise_sub  #DEFINE_ALIAS
from .tensor.math import exp  #DEFINE_ALIAS
from .tensor.math import floor  #DEFINE_ALIAS
from .tensor.math import increment  #DEFINE_ALIAS
from .tensor.math import log  #DEFINE_ALIAS
from .tensor.math import log2  #DEFINE_ALIAS
from .tensor.math import log10  #DEFINE_ALIAS
from .tensor.math import multiplex  #DEFINE_ALIAS
from .tensor.math import pow  #DEFINE_ALIAS
from .tensor.math import reciprocal  #DEFINE_ALIAS
# from .tensor.math import reduce_max  #DEFINE_ALIAS
# from .tensor.math import reduce_min  #DEFINE_ALIAS
# from .tensor.math import reduce_prod  #DEFINE_ALIAS
# from .tensor.math import reduce_sum  #DEFINE_ALIAS
from .tensor.math import all  #DEFINE_ALIAS
from .tensor.math import any  #DEFINE_ALIAS
from .tensor.math import round  #DEFINE_ALIAS
from .tensor.math import rsqrt  #DEFINE_ALIAS
from .tensor.math import scale  #DEFINE_ALIAS
from .tensor.math import sign  #DEFINE_ALIAS
from .tensor.math import sin  #DEFINE_ALIAS
from .tensor.math import sinh  #DEFINE_ALIAS
from .tensor.math import sqrt  #DEFINE_ALIAS
from .tensor.math import square  #DEFINE_ALIAS
from .tensor.math import stanh  #DEFINE_ALIAS
from .tensor.math import sum  #DEFINE_ALIAS
from .tensor.math import tanh  #DEFINE_ALIAS
from .tensor.math import add_n  #DEFINE_ALIAS
from .tensor.math import max  #DEFINE_ALIAS
from .tensor.math import maximum  #DEFINE_ALIAS
from .tensor.math import min  #DEFINE_ALIAS
from .tensor.math import minimum  #DEFINE_ALIAS
from .tensor.math import mm  #DEFINE_ALIAS
from .tensor.math import divide  #DEFINE_ALIAS
from .tensor.math import floor_divide  #DEFINE_ALIAS
from .tensor.math import remainder  #DEFINE_ALIAS
from .tensor.math import mod  #DEFINE_ALIAS
from .tensor.math import floor_mod  #DEFINE_ALIAS
from .tensor.math import multiply  #DEFINE_ALIAS
from .tensor.math import add  #DEFINE_ALIAS
from .tensor.math import subtract  #DEFINE_ALIAS
from .tensor.math import atan  #DEFINE_ALIAS
from .tensor.math import logsumexp  #DEFINE_ALIAS
from .tensor.math import inverse  #DEFINE_ALIAS
from .tensor.math import log1p  #DEFINE_ALIAS
from .tensor.math import erf  #DEFINE_ALIAS
from .tensor.math import addmm  #DEFINE_ALIAS
from .tensor.math import clip  #DEFINE_ALIAS
from .tensor.math import trace  #DEFINE_ALIAS
from .tensor.math import kron  #DEFINE_ALIAS
from .tensor.math import isfinite  #DEFINE_ALIAS
from .tensor.math import isinf  #DEFINE_ALIAS
from .tensor.math import isnan  #DEFINE_ALIAS
from .tensor.math import prod  #DEFINE_ALIAS
from .tensor.math import broadcast_shape  #DEFINE_ALIAS

from .tensor.random import multinomial  #DEFINE_ALIAS
from .tensor.random import standard_normal
from .tensor.random import normal
from .tensor.random import uniform  #DEFINE_ALIAS
from .tensor.random import randn  #DEFINE_ALIAS
from .tensor.random import rand  #DEFINE_ALIAS
from .tensor.random import randint  #DEFINE_ALIAS
from .tensor.random import randperm  #DEFINE_ALIAS
from .tensor.search import argmax  #DEFINE_ALIAS
from .tensor.search import argmin  #DEFINE_ALIAS
from .tensor.search import argsort  #DEFINE_ALIAS
# from .tensor.search import has_inf  #DEFINE_ALIAS
# from .tensor.search import has_nan  #DEFINE_ALIAS
from .tensor.search import masked_select  #DEFINE_ALIAS
from .tensor.search import topk  #DEFINE_ALIAS
from .tensor.search import where  #DEFINE_ALIAS
from .tensor.search import index_select  #DEFINE_ALIAS
from .tensor.search import nonzero  #DEFINE_ALIAS
from .tensor.search import sort  #DEFINE_ALIAS

from .tensor.to_string import set_printoptions  #DEFINE_ALIAS

from .framework.random import seed  #DEFINE_ALIAS
from .framework.random import get_cuda_rng_state  #DEFINE_ALIAS
from .framework.random import set_cuda_rng_state  #DEFINE_ALIAS
from .framework import ParamAttr  #DEFINE_ALIAS
# from .framework import create_global_var  #DEFINE_ALIAS
from .framework import create_parameter  #DEFINE_ALIAS
from .framework import CPUPlace  #DEFINE_ALIAS
from .framework import CUDAPlace  #DEFINE_ALIAS
from .framework import CUDAPinnedPlace  #DEFINE_ALIAS

from .framework import grad  #DEFINE_ALIAS
from .framework import no_grad  #DEFINE_ALIAS
from .framework import save  #DEFINE_ALIAS
from .framework import load  #DEFINE_ALIAS
from .framework import DataParallel  #DEFINE_ALIAS

from .framework import set_default_dtype  #DEFINE_ALIAS
from .framework import get_default_dtype  #DEFINE_ALIAS

from .tensor.search import index_sample  #DEFINE_ALIAS
from .tensor.stat import mean  #DEFINE_ALIAS
# from .tensor.stat import reduce_mean  #DEFINE_ALIAS
from .tensor.stat import std  #DEFINE_ALIAS
from .tensor.stat import var  #DEFINE_ALIAS
# from .fluid.data import data
from .tensor.stat import numel  #DEFINE_ALIAS
from .tensor.stat import median  #DEFINE_ALIAS
from .device import get_cudnn_version
from .device import set_device
from .device import get_device
from .device import is_compiled_with_cuda  #DEFINE_ALIAS
from .device import is_compiled_with_xpu
from .device import XPUPlace
# from .tensor.tensor import Tensor        #DEFINE_ALIAS
# from .tensor.tensor import LoDTensor        #DEFINE_ALIAS
# from .tensor.tensor import LoDTensorArray        #DEFINE_ALIAS

from .fluid.dygraph.base import enable_dygraph as disable_static  #DEFINE_ALIAS
from .fluid.dygraph.base import disable_dygraph as enable_static  #DEFINE_ALIAS
from .fluid.framework import in_dygraph_mode as in_dynamic_mode  #DEFINE_ALIAS
from .fluid.layers import crop_tensor as crop  #DEFINE_ALIAS

from . import jit
from . import static
from . import amp
from . import onnx

# high-level api
from .hapi import Model
from .hapi import callbacks
from .hapi import summary
from .hapi import flops
import paddle.text
import paddle.vision

disable_static()