Closed shin04 closed 3 years ago
TIMESTAMP: 20210706085113
test accuracy: 0.375
validation accuracy
fold1: 0.382500
fold2: 0.377500
fold3: 0.367500
fold4: 0.377500
fold5: 0.410000
device: cuda
use_pretrained: False
data_format: raw
num_worker: 8
n_epoch: 30
batch_size: 16
lr: 0.001
sr 32000
crop secconds 3
n_mels: 80
frequency shift size: 20
flod 0: {'train': [2, 3, 4], 'valid': [5], 'test': [1]}
flod 1: {'train': [3, 4, 5], 'valid': [1], 'test': [2]}
flod 2: {'train': [1, 4, 5], 'valid': [2], 'test': [3]}
flod 3: {'train': [1, 2, 5], 'valid': [3], 'test': [4]}
flod 4: {'train': [1, 2, 3], 'valid': [4], 'test': [5]}
postscript I was using incorrect weights!!!
TIMESTAMP: 20210706120141
TIMESTAMP: 20210704200524
computer: mrcomputer02
test accuracy: 0.118
validation accuracy
fold1: 0.110000
fold2: 0.102500
fold3: 0.115000
fold4: 0.127500
fold5: 0.155000
PARAMETERS
device: cuda
use_pretrained: True
data_format: raw
num_worker: 8
n_epoch: 30
batch_size: 32
lr: 0.001
sr 32000
crop secconds 3
n_mels: 80
frequency shift size: 20
FOLD
flod 0: {'train': [2, 3, 4], 'valid': [5], 'test': [1]}
flod 1: {'train': [3, 4, 5], 'valid': [1], 'test': [2]}
flod 2: {'train': [1, 4, 5], 'valid': [2], 'test': [3]}
flod 3: {'train': [1, 2, 5], 'valid': [3], 'test': [4]}
flod 4: {'train': [1, 2, 3], 'valid': [4], 'test': [5]}
postscript I was using incorrect weights!!!
TIMESTAMP: 20210706124942
TIMESTAMP: 20210704200524
computer: mrcomputer02
test accuracy: 0.1745
fold 1: 0.180000
fold 2: 0.130000
fold 3: 0.155000
fold 4: 0.165000
fold 5: 0.200000
PARAMETERS
device: cuda
use_pretrained: True
data_format: raw
num_worker: 8
n_epoch: 100
batch_size: 32
lr: 0.001
sr 32000
crop secconds 3
n_mels: 80
frequency shift size: 20
flod 0: {'train': [2, 3, 4], 'valid': [5], 'test': [1]}
flod 1: {'train': [3, 4, 5], 'valid': [1], 'test': [2]}
flod 2: {'train': [1, 4, 5], 'valid': [2], 'test': [3]}
flod 3: {'train': [1, 2, 5], 'valid': [3], 'test': [4]}
flod 4: {'train': [1, 2, 3], 'valid': [4], 'test': [5]}
TIMESTAMP: 20210708025853
TIMESTAMP: 20210704200524
computer: mrcomputer03
test accuracy: 0.4935
validation accuracy
fold1: 0.482500
fold2: 0.435000
fold3: 0.482500
fold:4: 0.457500
fold:5: 0.507500
device: cuda
use_pretrained: True
data_format: raw
num_worker: 8
n_epoch: 30
batch_size: 32
lr: 0.001
sr 32000
crop secconds 3
n_mels: 80
frequency shift size: 20
flod 0: {'train': [2, 3, 4], 'valid': [5], 'test': [1]}
flod 1: {'train': [3, 4, 5], 'valid': [1], 'test': [2]}
flod 2: {'train': [1, 4, 5], 'valid': [2], 'test': [3]}
flod 3: {'train': [1, 2, 5], 'valid': [3], 'test': [4]}
flod 4: {'train': [1, 2, 3], 'valid': [4], 'test': [5]}
unnecessary
result of ESC-50
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