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github.com/SymbioticLab/Oort
/ functions
Functions
424 in github.com/SymbioticLab/Oort
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Functions
424
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Types & classes
84
Method
__mapping_dict__
(self)
training/utils/reddit.py:80
Method
__repr__
(self)
training/utils/voice_model.py:33
Method
_check_exists
(self)
training/utils/stackoverflow.py:140
Method
_check_exists
(self)
training/utils/speech.py:125
Method
_check_exists
(self)
training/utils/reddit.py:98
Function
_collate_fn
(batch)
training/utils/voice_data_loader.py:215
Function
boolAnd
(list1, list2)
training/utils/nlp.py:258
Method
class_to_idx
(self)
training/utils/femnist.py:103
Method
class_to_idx
(self)
training/utils/stackoverflow.py:137
Method
class_to_idx
(self)
training/utils/openImg.py:116
Method
class_to_idx
(self)
training/utils/speech.py:122
Method
class_to_idx
(self)
training/utils/reddit.py:95
Method
clientSampler
(self, clientId)
training/helper/clientSampler.py:118
Function
collate
(examples)
training/learner.py:107
Function
collate
(examples: List[torch.Tensor])
training/utils/nlp.py:309
Method
decode
Decodes probability output using ctcdecode package. Arguments: probs: Tensor of character probabilities, where probs[c,t]
training/utils/decoder.py:128
Method
eager_outputs
(self, x, aux)
training/utils/inception.py:167
Method
flatten_parameters
(self)
training/utils/voice_model.py:92
Method
forward
(self, x)
training/utils/models.py:20
Method
forward
(self, x)
training/utils/models.py:36
Method
forward
(self, x)
training/utils/models.py:50
Method
forward
(self, x)
training/utils/models.py:68
Method
forward
(self,x)
training/utils/models.py:105
Method
forward
(self, x)
training/utils/models.py:153
Method
forward
(self, x)
training/utils/models.py:204
Method
forward
(self, x)
training/utils/models.py:258
Method
forward
(self, x)
training/utils/models.py:285
Method
forward
(self, x)
training/utils/models.py:318
Method
forward
(self, x)
training/utils/models.py:371
Method
forward
(self, x)
training/utils/models.py:405
Method
forward
(self, input, hidden)
training/utils/models.py:468
Method
forward
(self, x)
training/utils/models.py:489
Method
forward
(self, x)
training/utils/models.py:502
Method
forward
(self, x)
training/utils/models.py:516
Method
forward
(self, x)
training/utils/models.py:572
Method
forward
(self, x)
training/utils/models.py:627
Method
forward
Inputs: -seq : Tensor of shape [B, T] containing token ids of sequences -attn_masks : Tensor of shape [B, T] containi
training/utils/models.py:661
Method
forward
(self, x)
training/utils/mobilenet.py:64
Method
forward
(self, x)
training/utils/mobilenet.py:160
Method
forward
(self, x)
training/utils/voice_model.py:26
Method
forward
:param x: The input of size BxCxDxT :param lengths: The actual length of each sequence in the batch :return: Masked output fr
training/utils/voice_model.py:51
Method
forward
(self, input_)
training/utils/voice_model.py:74
Method
forward
(self, x, output_lengths)
training/utils/voice_model.py:95
Method
forward
(self, x)
training/utils/voice_model.py:119
Method
forward
(self, x, lengths)
training/utils/voice_model.py:186
Method
forward
(self, x)
training/utils/inception.py:174
Method
forward
(self, x)
training/utils/inception.py:219
Method
forward
(self, x)
training/utils/inception.py:248
Method
forward
(self, x)
training/utils/inception.py:293
Method
forward
(self, x)
training/utils/inception.py:325
Method
forward
(self, x)
training/utils/inception.py:373
Method
forward
(self, x)
training/utils/inception.py:390
Method
forward
(self, x)
training/utils/inception.py:415
Method
forward
(self, x)
training/utils/resnet_speech.py:45
Method
forward
(self, x)
training/utils/resnet_speech.py:80
Method
forward
(self, x)
training/utils/resnet_speech.py:145
Function
freq_mask
(spec, F=15, num_masks=1, replace_with_zero=False)
training/utils/sparse_image_warp.py:49
Function
func
(p)
training/learner.py:115
Function
func
(p)
training/utils/voice_data_loader.py:216
Method
generate_distance_matrix
(self, size)
training/utils/divide_data.py:126
Method
getAllClients
(self)
training/helper/clientSampler.py:49
Method
getAllClientsLength
(self)
training/helper/clientSampler.py:52
Method
getAllMetrics
(self)
oort/oort.py:391
Method
getAllMetrics
(self)
training/helper/clientSampler.py:188
Method
getClientReward
(self, clientId)
training/helper/clientSampler.py:196
Method
getScore
(self, hostId, clientId)
training/helper/clientSampler.py:89
Method
get_EMD
(self, dataDistr, tempClassPerWorker, sizes)
training/utils/divide_data.py:130
Method
get_median_reward
(self)
oort/oort.py:379
Method
get_param_size
(model)
training/utils/voice_model.py:249
Function
inception_v3
r"""Inception v3 model architecture from `"Rethinking the Inception Architecture for Computer Vision" <http://arxiv.org/abs/1512.00567>`_. ..
training/utils/inception.py:26
Method
init_hidden
(self, bsz)
training/utils/models.py:475
Function
invertBool
(list)
training/utils/nlp.py:241
Method
js_distance
(self, x, y)
training/utils/divide_data.py:111
Method
loadFilterInfoNLP
(self)
training/utils/divide_data.py:173
Method
load_model
(cls, path)
training/utils/voice_model.py:221
Function
lp_cplex
(datas, systems, budget, preference, data_size, init_values = None, time_limit = None, read_flag = False, writ
oort/utils/lp_cplex.py:4
Function
main
()
training/utils/nlp.py:551
Method
parse_audio
(self, audio_path)
training/utils/voice_data_loader.py:111
Method
parse_transcript
:param transcript_path: Path where transcript is stored from the manifest file :return: Transcript in training/testing format
training/utils/voice_data_loader.py:40
Method
parse_transcript
(self, transcript_path)
training/utils/voice_data_loader.py:146
Method
partitionTraceNLP
(self)
training/utils/divide_data.py:264
Method
processed_folder
(self)
training/utils/femnist.py:99
Method
processed_folder
(self)
training/utils/stackoverflow.py:133
Method
processed_folder
(self)
training/utils/openImg.py:112
Method
processed_folder
(self)
training/utils/speech.py:118
Method
processed_folder
(self)
training/utils/reddit.py:91
Method
raw_folder
(self)
training/utils/femnist.py:95
Method
raw_folder
(self)
training/utils/stackoverflow.py:129
Method
raw_folder
(self)
training/utils/openImg.py:108
Method
raw_folder
(self)
training/utils/speech.py:114
Method
raw_folder
(self)
training/utils/reddit.py:87
Method
registerClientScore
(self, clientId, reward)
training/helper/clientSampler.py:86
Method
registerSpeed
(self, hostId, clientId, speed)
training/helper/clientSampler.py:70
Method
reset_training_step
(self, training_step)
training/utils/voice_data_loader.py:287
Method
reset_training_step
(self, training_step)
training/utils/voice_data_loader.py:333
Function
run
(rank, model, queue, param_q, stop_flag, client_cfg)
training/learner.py:391
Function
run
(model, queue, param_q, stop_signal, clientSampler)
training/param_server.py:132
Method
serialize_state
(self)
training/utils/voice_model.py:237
Method
set_epoch
(self, epoch)
training/utils/voice_data_loader.py:284
Method
test_data
(self)
training/utils/femnist.py:49
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