DeepLearningExamples/Kaldi/SpeechRecognition/model-repo/kaldi_online/config.pbtxt
2021-10-12 17:45:31 -07:00

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name: "kaldi_online"
backend: "kaldi"
max_batch_size: 600
model_transaction_policy {
decoupled: True
}
parameters [
{
key: "config_filename"
value {
string_value: "/data/models/LibriSpeech/conf/online.conf"
}
},
{
key: "nnet3_rxfilename"
value {
string_value: "/data/models/LibriSpeech/final.mdl"
}
},
{
key: "fst_rxfilename"
value {
string_value: "/data/models/LibriSpeech/HCLG.fst"
}
},
{
key: "word_syms_rxfilename"
value {
string_value: "/data/models/LibriSpeech/words.txt"
}
},
{
key: "lattice_postprocessor_rxfilename"
value {
string_value: ""
}
},
{
key: "use_tensor_cores"
value {
string_value: "1"
}
},
{
key: "main_q_capacity"
value {
string_value: "30000"
}
},
{
key: "aux_q_capacity"
value {
string_value: "400000"
}
},
{
key: "beam"
value {
string_value: "10"
}
},
{
key: "num_worker_threads"
value {
string_value: "40"
}
},
{
key: "num_channels"
value {
string_value: "4000"
}
},
{
key: "lattice_beam"
value {
string_value: "7"
}
},
{
key: "max_active"
value {
string_value: "10000"
}
},
{
key: "frame_subsampling_factor"
value {
string_value: "3"
}
},
{
key: "acoustic_scale"
value {
string_value: "1.0"
}
}
]
sequence_batching {
max_sequence_idle_microseconds: 5000000
control_input [
{
name: "START"
control [
{
kind: CONTROL_SEQUENCE_START
int32_false_true: [ 0, 1 ]
}
]
},
{
name: "READY"
control [
{
kind: CONTROL_SEQUENCE_READY
int32_false_true: [ 0, 1 ]
}
]
},
{
name: "END"
control [
{
kind: CONTROL_SEQUENCE_END
int32_false_true: [ 0, 1 ]
}
]
},
{
name: "CORRID"
control [
{
kind: CONTROL_SEQUENCE_CORRID
data_type: TYPE_UINT64
}
]
}
]
oldest {
max_candidate_sequences: 4000
preferred_batch_size: [ 600 ]
max_queue_delay_microseconds: 1000
}
},
input [
{
name: "WAV_DATA"
data_type: TYPE_FP32
dims: [ 8160 ]
},
{
name: "WAV_DATA_DIM"
data_type: TYPE_INT32
dims: [ 1 ]
}
]
output [
{
name: "RAW_LATTICE"
data_type: TYPE_STRING
dims: [ 1 ]
},
{
name: "TEXT"
data_type: TYPE_STRING
dims: [ 1 ]
},
{
name: "CTM"
data_type: TYPE_STRING
dims: [ 1 ]
}
]
instance_group [
{
count: 1
kind: KIND_GPU
}
]