Inference with Overlapping Sliding window
This report shows that inference with overlapping sliding windows can improve the SDR scores.
Created on August 13|Last edited on August 13
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Config comparison
meta
["exp=repr_v1.yaml","seed=2020","dataset.batch_size=32","trainer.gpus=[1]","dataset.num_workers=8"]
["exp=v1_multisource.yaml","seed=2020","dataset.batch_size=32","trainer.gpus=[0]","dataset.num_workers=8"]
["exp=lightsaft_ms","seed=2020"]
["exp=lightsaft_ms_four_2080tis","seed=2020"]
["exp=repr_v1gn","seed=2021","trainer.gpus=[2]"]
["exp=lightsaft.yaml","trainer.gpus=[1]","seed=2020"]
["exp=v1_multisource.yaml","seed=2022"]
["exp=v1_multisource.yaml","seed=2021"]
24
24
72
72
40
20
4
20
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{"remote":"git@github.com:kuielab/LaSAFT-v2.git","commit":"f8fcb407a6e337edc65301b5ca6f25908a04ce5f","__typename":"GitInfo"}
{"remote":"git@github.com:kuielab/LaSAFT-v2.git","commit":"77f7e8f90c80543a557c1123275d442248eba685","__typename":"GitInfo"}
{"remote":"git@github.com:kuielab/LaSAFT-v2.git","commit":"77f7e8f90c80543a557c1123275d442248eba685","__typename":"GitInfo"}
{"remote":"git@github.com:kuielab/LaSAFT-v2.git","commit":"26b15ad592b2c06a09253ba4385b7d6aaf5568a1","__typename":"GitInfo"}
{"remote":"git@github.com:kuielab/LaSAFT-v2.git","commit":"b51cc3a854e193d992d2be7577ab19cf336621d1","__typename":"GitInfo"}
{"remote":"git@github.com:kuielab/LaSAFT-v2.git","commit":"81d437e36f3fc21e248b512c072fbc0d8278b1b0","__typename":"GitInfo"}
{"remote":"git@github.com:kuielab/LaSAFT-v2.git","commit":"81d437e36f3fc21e248b512c072fbc0d8278b1b0","__typename":"GitInfo"}
Tesla V100-SXM2-32GB
Tesla V100-SXM2-32GB
Quadro RTX 5000
Quadro RTX 5000
GeForce RTX 2080 Ti
GeForce RTX 2080 Ti
NVIDIA GeForce RTX 3080
GeForce RTX 2080 Ti
3
3
4
4
6
2
1
2
Linux-4.4.0-176-generic-x86_64-with-glibc2.10
Linux-4.4.0-176-generic-x86_64-with-glibc2.10
Linux-4.15.0-154-generic-x86_64-with-glibc2.10
Linux-4.15.0-154-generic-x86_64-with-glibc2.10
Linux-5.4.0-81-generic-x86_64-with-glibc2.10
Linux-5.4.0-77-generic-x86_64-with-glibc2.10
Windows-10-10.0.19042-SP0
Linux-5.4.0-77-generic-x86_64-with-glibc2.10
train.py
train.py
<python with no main file>
<python with no main file>
train.py
<python with no main file>
train.py
<python with no main file>
3d 23h 37m 17s
4d 31m 27s
5d 3h 47m 22s
3d 11h 24m 50s
2d 17h 47m 23s
5d 1h 6m 38s
5d 35m 11s
5d 17h 56m 15s
config
dataset
32
32
8
8
8
8
8
8
false
true
true
true
false
false
true
true
/home/ubuntu/music_dataset/musdb18_wav/musdb18_wav
/home/ubuntu/music_dataset/musdb18_wav/musdb18_wav
/home/gpuadmin/repos/musdb18_wav
/home/gpuadmin/repos/musdb18_wav
/home/gpuadmin/repos/musdb18_wav
/home/ielab/repos/musdb18_wav
D:/repos/musdb18_wav
/home/ielab/repos/musdb18_wav
8
8
0
0
0
0
0
0
model
spec2spec
mk_block_f
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLaSAFTGPoCM
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLaSAFTGPoCM
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLightSAFTGPoCM
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLightSAFTGPoCM
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLaSAFTGPoCM
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLightSAFTGPoCM
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLaSAFTGPoCM
src.source_separation.lasaft_v2.spec2spec.block_functions.MkTFCLaSAFTGPoCM
bn
bn
-
-
gn
-
-
-
mk_ds_f
mk_us_f
Run set
8
Run set
8
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