id int64 0 190k | prompt stringlengths 21 13.4M | docstring stringlengths 1 12k ⌀ |
|---|---|---|
25,399 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
The provided code snippet includes necessary dependencies for implementing the `SVDFOptionsAddFusedActivationFunction` function. Write ... | This method is deprecated. Please switch to AddFusedActivationFunction. |
25,400 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(2, asymmetricQuantizeInputs, 0)
The provided code snippet includes necessary dependencies for implementing the `SVDFOptionsAddAsymmetricQuantizeInputs` function. Wr... | This method is deprecated. Please switch to AddAsymmetricQuantizeInputs. |
25,401 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `SVDFOptionsEnd` function. Write a Python function `def SVDFOptionsEnd(builder)` to solve the following problem:
This method is depr... | This method is deprecated. Please switch to End. |
25,402 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(2)
The provided code snippet includes necessary dependencies for implementing the `RandomOptionsStart` function. Write a Python function `def RandomOptionsStart(builder)` to solve the following problem:
This method i... | This method is deprecated. Please switch to Start. |
25,403 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddSeed(builder, seed): builder.PrependInt64Slot(0, seed, 0)
The provided code snippet includes necessary dependencies for implementing the `RandomOptionsAddSeed` function. Write a Python function `def RandomOptionsAddSeed(builder, seed)` to solve the ... | This method is deprecated. Please switch to AddSeed. |
25,404 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddSeed2(builder, seed2): builder.PrependInt64Slot(1, seed2, 0)
The provided code snippet includes necessary dependencies for implementing the `RandomOptionsAddSeed2` function. Write a Python function `def RandomOptionsAddSeed2(builder, seed2)` to solv... | This method is deprecated. Please switch to AddSeed2. |
25,405 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `RandomOptionsEnd` function. Write a Python function `def RandomOptionsEnd(builder)` to solve the following problem:
This method is ... | This method is deprecated. Please switch to End. |
25,406 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(0)
The provided code snippet includes necessary dependencies for implementing the `FloorModOptionsStart` function. Write a Python function `def FloorModOptionsStart(builder)` to solve the following problem:
This meth... | This method is deprecated. Please switch to Start. |
25,407 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `FloorModOptionsEnd` function. Write a Python function `def FloorModOptionsEnd(builder)` to solve the following problem:
This method... | This method is deprecated. Please switch to End. |
25,408 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(0)
The provided code snippet includes necessary dependencies for implementing the `ExpandDimsOptionsStart` function. Write a Python function `def ExpandDimsOptionsStart(builder)` to solve the following problem:
This ... | This method is deprecated. Please switch to Start. |
25,409 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `ExpandDimsOptionsEnd` function. Write a Python function `def ExpandDimsOptionsEnd(builder)` to solve the following problem:
This me... | This method is deprecated. Please switch to End. |
25,410 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(2)
The provided code snippet includes necessary dependencies for implementing the `ConcatenationOptionsStart` function. Write a Python function `def ConcatenationOptionsStart(builder)` to solve the following problem:... | This method is deprecated. Please switch to Start. |
25,411 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddAxis(builder, axis): builder.PrependInt32Slot(0, axis, 0)
The provided code snippet includes necessary dependencies for implementing the `ConcatenationOptionsAddAxis` function. Write a Python function `def ConcatenationOptionsAddAxis(builder, axis)`... | This method is deprecated. Please switch to AddAxis. |
25,412 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
The provided code snippet includes necessary dependencies for implementing the `ConcatenationOptionsAddFusedActivationFunction` functio... | This method is deprecated. Please switch to AddFusedActivationFunction. |
25,413 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `ConcatenationOptionsEnd` function. Write a Python function `def ConcatenationOptionsEnd(builder)` to solve the following problem:
T... | This method is deprecated. Please switch to End. |
25,414 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(0)
The provided code snippet includes necessary dependencies for implementing the `Rfft2dOptionsStart` function. Write a Python function `def Rfft2dOptionsStart(builder)` to solve the following problem:
This method i... | This method is deprecated. Please switch to Start. |
25,415 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `Rfft2dOptionsEnd` function. Write a Python function `def Rfft2dOptionsEnd(builder)` to solve the following problem:
This method is ... | This method is deprecated. Please switch to End. |
25,416 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(0)
The provided code snippet includes necessary dependencies for implementing the `LogSoftmaxOptionsStart` function. Write a Python function `def LogSoftmaxOptionsStart(builder)` to solve the following problem:
This ... | This method is deprecated. Please switch to Start. |
25,417 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `LogSoftmaxOptionsEnd` function. Write a Python function `def LogSoftmaxOptionsEnd(builder)` to solve the following problem:
This me... | This method is deprecated. Please switch to End. |
25,418 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(0)
The provided code snippet includes necessary dependencies for implementing the `RangeOptionsStart` function. Write a Python function `def RangeOptionsStart(builder)` to solve the following problem:
This method is ... | This method is deprecated. Please switch to Start. |
25,419 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `RangeOptionsEnd` function. Write a Python function `def RangeOptionsEnd(builder)` to solve the following problem:
This method is de... | This method is deprecated. Please switch to End. |
25,420 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(4)
The provided code snippet includes necessary dependencies for implementing the `ResizeBilinearOptionsStart` function. Write a Python function `def ResizeBilinearOptionsStart(builder)` to solve the following proble... | This method is deprecated. Please switch to Start. |
25,421 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddAlignCorners(builder, alignCorners): builder.PrependBoolSlot(2, alignCorners, 0)
The provided code snippet includes necessary dependencies for implementing the `ResizeBilinearOptionsAddAlignCorners` function. Write a Python function `def ResizeBilin... | This method is deprecated. Please switch to AddAlignCorners. |
25,422 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddHalfPixelCenters(builder, halfPixelCenters): builder.PrependBoolSlot(3, halfPixelCenters, 0)
The provided code snippet includes necessary dependencies for implementing the `ResizeBilinearOptionsAddHalfPixelCenters` function. Write a Python function ... | This method is deprecated. Please switch to AddHalfPixelCenters. |
25,423 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `ResizeBilinearOptionsEnd` function. Write a Python function `def ResizeBilinearOptionsEnd(builder)` to solve the following problem:... | This method is deprecated. Please switch to End. |
25,424 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(0)
The provided code snippet includes necessary dependencies for implementing the `QuantizeOptionsStart` function. Write a Python function `def QuantizeOptionsStart(builder)` to solve the following problem:
This meth... | This method is deprecated. Please switch to Start. |
25,425 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `QuantizeOptionsEnd` function. Write a Python function `def QuantizeOptionsEnd(builder)` to solve the following problem:
This method... | This method is deprecated. Please switch to End. |
25,426 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(4)
The provided code snippet includes necessary dependencies for implementing the `FakeQuantOptionsStart` function. Write a Python function `def FakeQuantOptionsStart(builder)` to solve the following problem:
This me... | This method is deprecated. Please switch to Start. |
25,427 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddMin(builder, min): builder.PrependFloat32Slot(0, min, 0.0)
The provided code snippet includes necessary dependencies for implementing the `FakeQuantOptionsAddMin` function. Write a Python function `def FakeQuantOptionsAddMin(builder, min)` to solve ... | This method is deprecated. Please switch to AddMin. |
25,428 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddMax(builder, max): builder.PrependFloat32Slot(1, max, 0.0)
The provided code snippet includes necessary dependencies for implementing the `FakeQuantOptionsAddMax` function. Write a Python function `def FakeQuantOptionsAddMax(builder, max)` to solve ... | This method is deprecated. Please switch to AddMax. |
25,429 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddNumBits(builder, numBits): builder.PrependInt32Slot(2, numBits, 0)
The provided code snippet includes necessary dependencies for implementing the `FakeQuantOptionsAddNumBits` function. Write a Python function `def FakeQuantOptionsAddNumBits(builder,... | This method is deprecated. Please switch to AddNumBits. |
25,430 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddNarrowRange(builder, narrowRange): builder.PrependBoolSlot(3, narrowRange, 0)
The provided code snippet includes necessary dependencies for implementing the `FakeQuantOptionsAddNarrowRange` function. Write a Python function `def FakeQuantOptionsAddN... | This method is deprecated. Please switch to AddNarrowRange. |
25,431 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `FakeQuantOptionsEnd` function. Write a Python function `def FakeQuantOptionsEnd(builder)` to solve the following problem:
This meth... | This method is deprecated. Please switch to End. |
25,432 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(4)
The provided code snippet includes necessary dependencies for implementing the `OperatorCodeStart` function. Write a Python function `def OperatorCodeStart(builder)` to solve the following problem:
This method is ... | This method is deprecated. Please switch to Start. |
25,433 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddDeprecatedBuiltinCode(builder, deprecatedBuiltinCode): builder.PrependInt8Slot(0, deprecatedBuiltinCode, 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorCodeAddDeprecatedBuiltinCode` function. Write a Pytho... | This method is deprecated. Please switch to AddDeprecatedBuiltinCode. |
25,434 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddCustomCode(builder, customCode): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(customCode), 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorCodeAddCustomCode` functio... | This method is deprecated. Please switch to AddCustomCode. |
25,435 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddVersion(builder, version): builder.PrependInt32Slot(2, version, 1)
The provided code snippet includes necessary dependencies for implementing the `OperatorCodeAddVersion` function. Write a Python function `def OperatorCodeAddVersion(builder, version... | This method is deprecated. Please switch to AddVersion. |
25,436 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddBuiltinCode(builder, builtinCode): builder.PrependInt32Slot(3, builtinCode, 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorCodeAddBuiltinCode` function. Write a Python function `def OperatorCodeAddBuiltinC... | This method is deprecated. Please switch to AddBuiltinCode. |
25,437 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `OperatorCodeEnd` function. Write a Python function `def OperatorCodeEnd(builder)` to solve the following problem:
This method is de... | This method is deprecated. Please switch to End. |
25,438 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(9)
The provided code snippet includes necessary dependencies for implementing the `OperatorStart` function. Write a Python function `def OperatorStart(builder)` to solve the following problem:
This method is deprecat... | This method is deprecated. Please switch to Start. |
25,439 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddOpcodeIndex(builder, opcodeIndex): builder.PrependUint32Slot(0, opcodeIndex, 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddOpcodeIndex` function. Write a Python function `def OperatorAddOpcodeIndex(bui... | This method is deprecated. Please switch to AddOpcodeIndex. |
25,440 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddInputs(builder, inputs): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(inputs), 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddInputs` function. Write a Python fu... | This method is deprecated. Please switch to AddInputs. |
25,441 | import flatbuffers
from flatbuffers.compat import import_numpy
def StartInputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
The provided code snippet includes necessary dependencies for implementing the `OperatorStartInputsVector` function. Write a Python function `def OperatorStartInputsVector... | This method is deprecated. Please switch to Start. |
25,442 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddOutputs(builder, outputs): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(outputs), 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddOutputs` function. Write a Pytho... | This method is deprecated. Please switch to AddOutputs. |
25,443 | import flatbuffers
from flatbuffers.compat import import_numpy
def StartOutputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
The provided code snippet includes necessary dependencies for implementing the `OperatorStartOutputsVector` function. Write a Python function `def OperatorStartOutputsVec... | This method is deprecated. Please switch to Start. |
25,444 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddBuiltinOptionsType(builder, builtinOptionsType): builder.PrependUint8Slot(3, builtinOptionsType, 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddBuiltinOptionsType` function. Write a Python function `def... | This method is deprecated. Please switch to AddBuiltinOptionsType. |
25,445 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddBuiltinOptions(builder, builtinOptions): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(builtinOptions), 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddBuiltinOpti... | This method is deprecated. Please switch to AddBuiltinOptions. |
25,446 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddCustomOptions(builder, customOptions): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(customOptions), 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddCustomOptions`... | This method is deprecated. Please switch to AddCustomOptions. |
25,447 | import flatbuffers
from flatbuffers.compat import import_numpy
def StartCustomOptionsVector(builder, numElems): return builder.StartVector(1, numElems, 1)
The provided code snippet includes necessary dependencies for implementing the `OperatorStartCustomOptionsVector` function. Write a Python function `def OperatorSta... | This method is deprecated. Please switch to Start. |
25,448 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddCustomOptionsFormat(builder, customOptionsFormat): builder.PrependInt8Slot(6, customOptionsFormat, 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddCustomOptionsFormat` function. Write a Python function `... | This method is deprecated. Please switch to AddCustomOptionsFormat. |
25,449 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddMutatingVariableInputs(builder, mutatingVariableInputs): builder.PrependUOffsetTRelativeSlot(7, flatbuffers.number_types.UOffsetTFlags.py_type(mutatingVariableInputs), 0)
The provided code snippet includes necessary dependencies for implementing the... | This method is deprecated. Please switch to AddMutatingVariableInputs. |
25,450 | import flatbuffers
from flatbuffers.compat import import_numpy
def StartMutatingVariableInputsVector(builder, numElems): return builder.StartVector(1, numElems, 1)
The provided code snippet includes necessary dependencies for implementing the `OperatorStartMutatingVariableInputsVector` function. Write a Python functio... | This method is deprecated. Please switch to Start. |
25,451 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddIntermediates(builder, intermediates): builder.PrependUOffsetTRelativeSlot(8, flatbuffers.number_types.UOffsetTFlags.py_type(intermediates), 0)
The provided code snippet includes necessary dependencies for implementing the `OperatorAddIntermediates`... | This method is deprecated. Please switch to AddIntermediates. |
25,452 | import flatbuffers
from flatbuffers.compat import import_numpy
def StartIntermediatesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
The provided code snippet includes necessary dependencies for implementing the `OperatorStartIntermediatesVector` function. Write a Python function `def OperatorSta... | This method is deprecated. Please switch to Start. |
25,453 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `OperatorEnd` function. Write a Python function `def OperatorEnd(builder)` to solve the following problem:
This method is deprecated... | This method is deprecated. Please switch to End. |
25,454 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(0)
The provided code snippet includes necessary dependencies for implementing the `ReadVariableOptionsStart` function. Write a Python function `def ReadVariableOptionsStart(builder)` to solve the following problem:
T... | This method is deprecated. Please switch to Start. |
25,455 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `ReadVariableOptionsEnd` function. Write a Python function `def ReadVariableOptionsEnd(builder)` to solve the following problem:
Thi... | This method is deprecated. Please switch to End. |
25,456 | import flatbuffers
from flatbuffers.compat import import_numpy
def Start(builder): builder.StartObject(2)
The provided code snippet includes necessary dependencies for implementing the `ReverseSequenceOptionsStart` function. Write a Python function `def ReverseSequenceOptionsStart(builder)` to solve the following prob... | This method is deprecated. Please switch to Start. |
25,457 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddSeqDim(builder, seqDim): builder.PrependInt32Slot(0, seqDim, 0)
The provided code snippet includes necessary dependencies for implementing the `ReverseSequenceOptionsAddSeqDim` function. Write a Python function `def ReverseSequenceOptionsAddSeqDim(b... | This method is deprecated. Please switch to AddSeqDim. |
25,458 | import flatbuffers
from flatbuffers.compat import import_numpy
def AddBatchDim(builder, batchDim): builder.PrependInt32Slot(1, batchDim, 0)
The provided code snippet includes necessary dependencies for implementing the `ReverseSequenceOptionsAddBatchDim` function. Write a Python function `def ReverseSequenceOptionsAdd... | This method is deprecated. Please switch to AddBatchDim. |
25,459 | import flatbuffers
from flatbuffers.compat import import_numpy
def End(builder): return builder.EndObject()
The provided code snippet includes necessary dependencies for implementing the `ReverseSequenceOptionsEnd` function. Write a Python function `def ReverseSequenceOptionsEnd(builder)` to solve the following proble... | This method is deprecated. Please switch to End. |
25,460 | from contextlib import contextmanager
import logging as _logging
from logging import *
import os
import types
import tensorflow as tf
from . import constants
_logging.addLevelName(VERBOSE, "VERBOSE")
def getLogger(name=None): # pylint: disable=invalid-name, function-redefined
logger = _logging.getLogger(name)
... | Do basic configuration for the logging system. tf verbosity is updated accordingly. |
25,461 | from contextlib import contextmanager
import logging as _logging
from logging import *
import os
import types
import tensorflow as tf
from . import constants
_LOG_LEVELS = [FATAL, ERROR, WARNING, INFO, VERBOSE, DEBUG]
The provided code snippet includes necessary dependencies for implementing the `get_verbosity_level... | If verbosity is specified, return corresponding level, otherwise, return default_level. |
25,462 | from contextlib import contextmanager
import logging as _logging
from logging import *
import os
import types
import tensorflow as tf
from . import constants
_logging.addLevelName(VERBOSE, "VERBOSE")
def getLogger(name=None): # pylint: disable=invalid-name, function-redefined
logger = _logging.getLogger(name)
... | Set logging level for tf2onnx package. tf verbosity is updated accordingly. |
25,463 | from contextlib import contextmanager
import logging as _logging
from logging import *
import os
import types
import tensorflow as tf
from . import constants
def getLogger(name=None): # pylint: disable=invalid-name, function-redefined
logger = _logging.getLogger(name)
# Inject verbose method to logger object... | Set logging level to logger within context, reset level to previous value when exit context. TF verbosity is NOT affected. |
25,464 | from tf2onnx.graph_matcher import OpTypePattern, GraphMatcher
class OpTypePattern(object):
"""A tree pattern that matches TF expressions with certain op types."""
def __init__(self, op_type, name=None, inputs=None, allow_reorder=None):
"""Initializes an OpTypePattern.
Args:
op_type:... | null |
25,465 | import numpy as np
from tf2onnx.graph_matcher import OpTypePattern, GraphMatcher
from tf2onnx import utils
class OpTypePattern(object):
"""A tree pattern that matches TF expressions with certain op types."""
def __init__(self, op_type, name=None, inputs=None, allow_reorder=None):
"""Initializes an OpT... | null |
25,466 | import numpy as np
from tf2onnx.graph_matcher import OpTypePattern, GraphMatcher
def get_uniform_const_val(n):
def get_out_and_offset(n):
def node_is_one_plus_node(node, one_plus_node):
class OpTypePattern(object):
def __init__(self, op_type, name=None, inputs=None, allow_reorder=None):
def op_type(self):
... | null |
25,467 | from tf2onnx.graph_matcher import OpTypePattern, GraphMatcher
class OpTypePattern(object):
def __init__(self, op_type, name=None, inputs=None, allow_reorder=None):
def op_type(self):
def inputs(self):
def name(self):
class GraphMatcher(object):
def __init__(self, pattern, allow_reorder=Fal... | null |
25,468 | from tf2onnx import utils, constants
def _to_channel_last_handler(g, op):
def get_channels_first_ops(opset=None):
def rewrite_channels_last(g, ops):
channel_first_ops = get_channels_first_ops(g.opset)
for op in ops:
if op.type in channel_first_ops:
_to_channel_last_handler(g, op)
return... | null |
25,469 | from tf2onnx import utils, constants
def _to_channel_first_handler(g, op):
rank = g.get_rank(op.output[0])
utils.make_sure(rank is not None, "Cannot convert %s node %s with unknown rank to channels last", op.type, op.name)
op.type = op.type.replace("ChannelsLast", "")
op.domain = constants.ONNX_DOMAIN
... | null |
25,470 | import numpy as np
from onnx import onnx_pb
from onnx.onnx_pb import TensorProto
from tf2onnx import constants, utils
from tf2onnx.handler import tf_op
from tf2onnx.onnx_opset import controlflow
from tf2onnx.onnx_opset.nn import conv_convert_inputs, conv_dims_attr
def _make_range_non_const(ctx, start, limit, delta, out... | null |
25,471 | import logging
import uuid
from packaging.version import Version
import tensorflow as tf
import numpy as np
from google.protobuf.message import DecodeError
from tensorflow.core.framework import tensor_pb2
from tensorflow.core.protobuf import saved_model_pb2
from tensorflow.python.ops import lookup_ops
from tensorflow.p... | Load tensorflow graph from graphdef. |
25,472 | import logging
import uuid
from packaging.version import Version
import tensorflow as tf
import numpy as np
from google.protobuf.message import DecodeError
from tensorflow.core.framework import tensor_pb2
from tensorflow.core.protobuf import saved_model_pb2
from tensorflow.python.ops import lookup_ops
from tensorflow.p... | Load tensorflow graph from checkpoint. |
25,473 | import logging
import uuid
from packaging.version import Version
import tensorflow as tf
import numpy as np
from google.protobuf.message import DecodeError
from tensorflow.core.framework import tensor_pb2
from tensorflow.core.protobuf import saved_model_pb2
from tensorflow.python.ops import lookup_ops
from tensorflow.p... | Load tensorflow graph from saved_model. |
25,474 | import collections
import importlib
import logging
import struct
from onnx import helper, onnx_pb, numpy_helper
from tensorflow.core.framework import types_pb2, tensor_pb2, node_def_pb2
from tensorflow.python.framework import tensor_util
import tensorflow as tf
import numpy as np
from tf2onnx.tflite.TensorType import T... | null |
25,475 | import argparse
import collections
import re
import onnx
from onnx import ModelProto
from onnx import helper, shape_inference
def get_args():
parser = argparse.ArgumentParser()
parser.add_argument("--input", required=True, help="input model")
parser.add_argument("--pbtxt", help="write pbtxt")
parser.ad... | null |
25,476 | import argparse
from collections import Counter
import tensorflow as tf
def get_args():
parser = argparse.ArgumentParser()
parser.add_argument("--input", required=True, help="input model")
return parser.parse_args() | null |
25,477 | import argparse
from collections import Counter
import tensorflow as tf
The provided code snippet includes necessary dependencies for implementing the `cleanup_io_name` function. Write a Python function `def cleanup_io_name(name)` to solve the following problem:
Cleanup op names.
Here is the function:
def cleanup_io... | Cleanup op names. |
25,478 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def get_file_name(path):
def g... | null |
25,479 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def replace_file_extension(pat... | null |
25,480 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def append_file_name_suffix(pa... | null |
25,481 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def get_file_directory(path):
... | null |
25,482 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def create_directory(path):
... | null |
25,483 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def load_graph_def_from_pb(pat... | null |
25,484 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def save_graph_def(graph_def, ... | null |
25,485 | import argparse
from collections import Counter
import logging
import os
import sys
import copy
from google.protobuf import text_format
import tensorflow as tf
from tensorflow.python.framework import graph_util
from tensorflow.core.framework import attr_value_pb2, graph_pb2, node_def_pb2
def get_node_name(tensor_name):... | null |
25,486 | import sys
import cProfile
from pstats import SortKey, Stats
import io
import argparse
import tensorflow as tf
from tensorflow.keras.applications import MobileNet, EfficientNetB2
from tf2onnx import tfonnx
def create(name):
"Creates the model."
graph_def, model = spy_model(name)
return graph_def, model
def ... | Profiles the conversion of a model. :param profiler: one among none, spy, pyinstrument, cProfile :param name: model to profile, MobileNet, EfficientNetB2 :param showall: used by pyinstrument to show all functions |
25,487 | import argparse
import collections
import csv
import os
from onnx import ModelProto
def parse_onnx(fname):
def one_file(fname, summary, max_nodes):
g = parse_onnx(fname)
for output_node in g.outputs:
res = g.bfs([output_node])
for node in res:
ret = node.walk(max_nodes)
... | null |
25,488 | import argparse
import collections
import csv
import os
from onnx import ModelProto
def read_csv(fname, summary):
with open(fname, "r", encoding="utf-8") as fp:
rd = csv.reader(fp)
next(rd)
for row in rd:
if len(row) > 4:
summary[row[4]] = int(row[1]) | null |
25,489 | import argparse
import collections
import csv
import os
from onnx import ModelProto
def get_args():
parser = argparse.ArgumentParser()
parser.add_argument("--output", help="write to csv")
parser.add_argument("--summary", help="write combined to csv")
parser.add_argument("--fold", action="store_true", h... | null |
25,490 | import argparse
import inspect
import re
from collections import OrderedDict
from tf2onnx.handler import tf_op
def is_unsupported(func_body):
source_code = inspect.getsource(func_body)
if re.findall(r'raise NotImplementedError', source_code):
return True
return False | null |
25,491 | import argparse
import logging
import traceback
import numpy as np
import onnx
import tf2onnx.utils
from tf2onnx.graph import GraphUtil
The provided code snippet includes necessary dependencies for implementing the `get_args` function. Write a Python function `def get_args()` to solve the following problem:
Parse comm... | Parse commandline. |
25,492 | import argparse
import logging
import traceback
import numpy as np
import onnx
import tf2onnx.utils
from tf2onnx.graph import GraphUtil
class GraphUtil(object):
def optimize_graph(graph, catch_errors=True, optimizers=None):
def optimize_model_proto(onnx_model_proto, catch_errors=True, return_graph=False,
... | null |
25,493 | import argparse
import logging
import traceback
import numpy as np
import onnx
import tf2onnx.utils
from tf2onnx.graph import GraphUtil
def sample_rewrite(g, ops):
return ops | null |
25,494 | import argparse
import logging
import traceback
import numpy as np
import onnx
import tf2onnx.utils
from tf2onnx.graph import GraphUtil
logger = logging.getLogger("onnx-experiments")
def rewrite_constant_fold(g, ops):
func_map = {
"Transpose": not None,
"Unsqueeze": not None,
"Slice": not ... | null |
25,495 | import argparse
import os
import tensorflow as tf
def get_args():
parser = argparse.ArgumentParser()
parser.add_argument("infile", nargs="*", help="event files")
args = parser.parse_args()
return args | null |
25,496 | import argparse
import os
import tensorflow as tf
The provided code snippet includes necessary dependencies for implementing the `to_pb` function. Write a Python function `def to_pb(src)` to solve the following problem:
Convert .meta to .pb.
Here is the function:
def to_pb(src):
"""Convert .meta to .pb."""
_... | Convert .meta to .pb. |
25,497 | import argparse
import logging
import onnx
from onnx import helper
from tf2onnx.graph import GraphUtil
from tf2onnx import logging, optimizer, constants
from tf2onnx.late_rewriters import rewrite_channels_first, rewrite_channels_last
The provided code snippet includes necessary dependencies for implementing the `get_a... | Parse commandline. |
25,498 | import argparse
import logging
import onnx
from onnx import helper
from tf2onnx.graph import GraphUtil
from tf2onnx import logging, optimizer, constants
from tf2onnx.late_rewriters import rewrite_channels_first, rewrite_channels_last
class GraphUtil(object):
"""Utilities for Graph manipulation."""
def optimiz... | null |
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