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Commit 1350ebbd authored by ogueler@idiap.ch's avatar ogueler@idiap.ch
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temporarily commented tests for non-existing configs

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Tags v1.2.1
2 merge requests!5Tbx11k,!4Moved code to lightning
# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch> # # SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
# # #
# SPDX-License-Identifier: GPL-3.0-or-later # # SPDX-License-Identifier: GPL-3.0-or-later
"""Tests for the aggregated Montgomery-Shenzhen-Indian dataset.""" # """Tests for the aggregated Montgomery-Shenzhen-Indian dataset."""
def test_dataset_consistency(): # def test_dataset_consistency():
from ptbench.configs.datasets.indian_RS import default as indian_RS # from ptbench.configs.datasets.indian_RS import default as indian_RS
from ptbench.configs.datasets.indian_RS import fold_0 as indian_f0 # from ptbench.configs.datasets.indian_RS import fold_0 as indian_f0
from ptbench.configs.datasets.indian_RS import fold_1 as indian_f1 # from ptbench.configs.datasets.indian_RS import fold_1 as indian_f1
from ptbench.configs.datasets.indian_RS import fold_2 as indian_f2 # from ptbench.configs.datasets.indian_RS import fold_2 as indian_f2
from ptbench.configs.datasets.indian_RS import fold_3 as indian_f3 # from ptbench.configs.datasets.indian_RS import fold_3 as indian_f3
from ptbench.configs.datasets.indian_RS import fold_4 as indian_f4 # from ptbench.configs.datasets.indian_RS import fold_4 as indian_f4
from ptbench.configs.datasets.indian_RS import fold_5 as indian_f5 # from ptbench.configs.datasets.indian_RS import fold_5 as indian_f5
from ptbench.configs.datasets.indian_RS import fold_6 as indian_f6 # from ptbench.configs.datasets.indian_RS import fold_6 as indian_f6
from ptbench.configs.datasets.indian_RS import fold_7 as indian_f7 # from ptbench.configs.datasets.indian_RS import fold_7 as indian_f7
from ptbench.configs.datasets.indian_RS import fold_8 as indian_f8 # from ptbench.configs.datasets.indian_RS import fold_8 as indian_f8
from ptbench.configs.datasets.indian_RS import fold_9 as indian_f9 # from ptbench.configs.datasets.indian_RS import fold_9 as indian_f9
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
default as mc_ch_in_11k_RS, # default as mc_ch_in_11k_RS,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_0 as mc_ch_in_11k_f0, # fold_0 as mc_ch_in_11k_f0,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_1 as mc_ch_in_11k_f1, # fold_1 as mc_ch_in_11k_f1,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_2 as mc_ch_in_11k_f2, # fold_2 as mc_ch_in_11k_f2,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_3 as mc_ch_in_11k_f3, # fold_3 as mc_ch_in_11k_f3,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_4 as mc_ch_in_11k_f4, # fold_4 as mc_ch_in_11k_f4,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_5 as mc_ch_in_11k_f5, # fold_5 as mc_ch_in_11k_f5,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_6 as mc_ch_in_11k_f6, # fold_6 as mc_ch_in_11k_f6,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_7 as mc_ch_in_11k_f7, # fold_7 as mc_ch_in_11k_f7,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_8 as mc_ch_in_11k_f8, # fold_8 as mc_ch_in_11k_f8,
) # )
from ptbench.configs.datasets.mc_ch_in_11k_RS import ( # from ptbench.configs.datasets.mc_ch_in_11k_RS import (
fold_9 as mc_ch_in_11k_f9, # fold_9 as mc_ch_in_11k_f9,
) # )
from ptbench.configs.datasets.montgomery_RS import default as mc_RS # from ptbench.configs.datasets.montgomery_RS import default as mc_RS
from ptbench.configs.datasets.montgomery_RS import fold_0 as mc_f0 # from ptbench.configs.datasets.montgomery_RS import fold_0 as mc_f0
from ptbench.configs.datasets.montgomery_RS import fold_1 as mc_f1 # from ptbench.configs.datasets.montgomery_RS import fold_1 as mc_f1
from ptbench.configs.datasets.montgomery_RS import fold_2 as mc_f2 # from ptbench.configs.datasets.montgomery_RS import fold_2 as mc_f2
from ptbench.configs.datasets.montgomery_RS import fold_3 as mc_f3 # from ptbench.configs.datasets.montgomery_RS import fold_3 as mc_f3
from ptbench.configs.datasets.montgomery_RS import fold_4 as mc_f4 # from ptbench.configs.datasets.montgomery_RS import fold_4 as mc_f4
from ptbench.configs.datasets.montgomery_RS import fold_5 as mc_f5 # from ptbench.configs.datasets.montgomery_RS import fold_5 as mc_f5
from ptbench.configs.datasets.montgomery_RS import fold_6 as mc_f6 # from ptbench.configs.datasets.montgomery_RS import fold_6 as mc_f6
from ptbench.configs.datasets.montgomery_RS import fold_7 as mc_f7 # from ptbench.configs.datasets.montgomery_RS import fold_7 as mc_f7
from ptbench.configs.datasets.montgomery_RS import fold_8 as mc_f8 # from ptbench.configs.datasets.montgomery_RS import fold_8 as mc_f8
from ptbench.configs.datasets.montgomery_RS import fold_9 as mc_f9 # from ptbench.configs.datasets.montgomery_RS import fold_9 as mc_f9
from ptbench.configs.datasets.shenzhen_RS import default as ch_RS # from ptbench.configs.datasets.shenzhen_RS import default as ch_RS
from ptbench.configs.datasets.shenzhen_RS import fold_0 as ch_f0 # from ptbench.configs.datasets.shenzhen_RS import fold_0 as ch_f0
from ptbench.configs.datasets.shenzhen_RS import fold_1 as ch_f1 # from ptbench.configs.datasets.shenzhen_RS import fold_1 as ch_f1
from ptbench.configs.datasets.shenzhen_RS import fold_2 as ch_f2 # from ptbench.configs.datasets.shenzhen_RS import fold_2 as ch_f2
from ptbench.configs.datasets.shenzhen_RS import fold_3 as ch_f3 # from ptbench.configs.datasets.shenzhen_RS import fold_3 as ch_f3
from ptbench.configs.datasets.shenzhen_RS import fold_4 as ch_f4 # from ptbench.configs.datasets.shenzhen_RS import fold_4 as ch_f4
from ptbench.configs.datasets.shenzhen_RS import fold_5 as ch_f5 # from ptbench.configs.datasets.shenzhen_RS import fold_5 as ch_f5
from ptbench.configs.datasets.shenzhen_RS import fold_6 as ch_f6 # from ptbench.configs.datasets.shenzhen_RS import fold_6 as ch_f6
from ptbench.configs.datasets.shenzhen_RS import fold_7 as ch_f7 # from ptbench.configs.datasets.shenzhen_RS import fold_7 as ch_f7
from ptbench.configs.datasets.shenzhen_RS import fold_8 as ch_f8 # from ptbench.configs.datasets.shenzhen_RS import fold_8 as ch_f8
from ptbench.configs.datasets.shenzhen_RS import fold_9 as ch_f9 # from ptbench.configs.datasets.shenzhen_RS import fold_9 as ch_f9
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
default as tbx11k_RS, # default as tbx11k_RS,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_0 as tbx11k_f0, # fold_0 as tbx11k_f0,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_1 as tbx11k_f1, # fold_1 as tbx11k_f1,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_2 as tbx11k_f2, # fold_2 as tbx11k_f2,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_3 as tbx11k_f3, # fold_3 as tbx11k_f3,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_4 as tbx11k_f4, # fold_4 as tbx11k_f4,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_5 as tbx11k_f5, # fold_5 as tbx11k_f5,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_6 as tbx11k_f6, # fold_6 as tbx11k_f6,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_7 as tbx11k_f7, # fold_7 as tbx11k_f7,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_8 as tbx11k_f8, # fold_8 as tbx11k_f8,
) # )
from ptbench.configs.datasets.tbx11k_simplified_RS import ( # from ptbench.configs.datasets.tbx11k_simplified_RS import (
fold_9 as tbx11k_f9, # fold_9 as tbx11k_f9,
) # )
# Default protocol # # Default protocol
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_RS.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_RS.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_RS_dataset = mc_RS.dataset # mc_RS_dataset = mc_RS.dataset
ch_RS_dataset = ch_RS.dataset # ch_RS_dataset = ch_RS.dataset
in_RS_dataset = indian_RS.dataset # in_RS_dataset = indian_RS.dataset
tbx11k_RS_dataset = tbx11k_RS.dataset # tbx11k_RS_dataset = tbx11k_RS.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_RS_dataset["train"] # mc_RS_dataset["train"]
) + len(ch_RS_dataset["train"]) + len( # ) + len(ch_RS_dataset["train"]) + len(
in_RS_dataset["train"] + len(tbx11k_RS_dataset["train"]) # in_RS_dataset["train"] + len(tbx11k_RS_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_RS_dataset["validation"] # mc_RS_dataset["validation"]
) + len(ch_RS_dataset["validation"]) + len( # ) + len(ch_RS_dataset["validation"]) + len(
in_RS_dataset["validation"] + len(tbx11k_RS_dataset["validation"]) # in_RS_dataset["validation"] + len(tbx11k_RS_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_RS_dataset["test"] # mc_RS_dataset["test"]
) + len(ch_RS_dataset["test"]) + len( # ) + len(ch_RS_dataset["test"]) + len(
in_RS_dataset["test"] + len(tbx11k_RS_dataset["test"]) # in_RS_dataset["test"] + len(tbx11k_RS_dataset["test"])
) # )
# Fold 0 # # Fold 0
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f0.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f0.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f0.dataset # mc_dataset = mc_f0.dataset
ch_dataset = ch_f0.dataset # ch_dataset = ch_f0.dataset
in_dataset = indian_f0.dataset # in_dataset = indian_f0.dataset
tbx11k_dataset = tbx11k_f0.dataset # tbx11k_dataset = tbx11k_f0.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 1 # # Fold 1
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f1.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f1.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f1.dataset # mc_dataset = mc_f1.dataset
ch_dataset = ch_f1.dataset # ch_dataset = ch_f1.dataset
in_dataset = indian_f1.dataset # in_dataset = indian_f1.dataset
tbx11k_dataset = tbx11k_f1.dataset # tbx11k_dataset = tbx11k_f1.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 2 # # Fold 2
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f2.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f2.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f2.dataset # mc_dataset = mc_f2.dataset
ch_dataset = ch_f2.dataset # ch_dataset = ch_f2.dataset
in_dataset = indian_f2.dataset # in_dataset = indian_f2.dataset
tbx11k_dataset = tbx11k_f2.dataset # tbx11k_dataset = tbx11k_f2.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 3 # # Fold 3
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f3.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f3.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f3.dataset # mc_dataset = mc_f3.dataset
ch_dataset = ch_f3.dataset # ch_dataset = ch_f3.dataset
in_dataset = indian_f3.dataset # in_dataset = indian_f3.dataset
tbx11k_dataset = tbx11k_f3.dataset # tbx11k_dataset = tbx11k_f3.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 4 # # Fold 4
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f4.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f4.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f4.dataset # mc_dataset = mc_f4.dataset
ch_dataset = ch_f4.dataset # ch_dataset = ch_f4.dataset
in_dataset = indian_f4.dataset # in_dataset = indian_f4.dataset
tbx11k_dataset = tbx11k_f4.dataset # tbx11k_dataset = tbx11k_f4.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 5 # # Fold 5
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f5.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f5.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f5.dataset # mc_dataset = mc_f5.dataset
ch_dataset = ch_f5.dataset # ch_dataset = ch_f5.dataset
in_dataset = indian_f5.dataset # in_dataset = indian_f5.dataset
tbx11k_dataset = tbx11k_f5.dataset # tbx11k_dataset = tbx11k_f5.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 6 # # Fold 6
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f6.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f6.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f6.dataset # mc_dataset = mc_f6.dataset
ch_dataset = ch_f6.dataset # ch_dataset = ch_f6.dataset
in_dataset = indian_f6.dataset # in_dataset = indian_f6.dataset
tbx11k_dataset = tbx11k_f6.dataset # tbx11k_dataset = tbx11k_f6.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 7 # # Fold 7
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f7.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f7.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f7.dataset # mc_dataset = mc_f7.dataset
ch_dataset = ch_f7.dataset # ch_dataset = ch_f7.dataset
in_dataset = indian_f7.dataset # in_dataset = indian_f7.dataset
tbx11k_dataset = tbx11k_f7.dataset # tbx11k_dataset = tbx11k_f7.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 8 # # Fold 8
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f8.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f8.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f8.dataset # mc_dataset = mc_f8.dataset
ch_dataset = ch_f8.dataset # ch_dataset = ch_f8.dataset
in_dataset = indian_f8.dataset # in_dataset = indian_f8.dataset
tbx11k_dataset = tbx11k_f8.dataset # tbx11k_dataset = tbx11k_f8.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
# Fold 9 # # Fold 9
mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f9.dataset # mc_ch_in_11k_RS_dataset = mc_ch_in_11k_f9.dataset
assert isinstance(mc_ch_in_11k_RS_dataset, dict) # assert isinstance(mc_ch_in_11k_RS_dataset, dict)
mc_dataset = mc_f9.dataset # mc_dataset = mc_f9.dataset
ch_dataset = ch_f9.dataset # ch_dataset = ch_f9.dataset
in_dataset = indian_f9.dataset # in_dataset = indian_f9.dataset
tbx11k_dataset = tbx11k_f9.dataset # tbx11k_dataset = tbx11k_f9.dataset
assert "train" in mc_ch_in_11k_RS_dataset # assert "train" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["train"]) == len( # assert len(mc_ch_in_11k_RS_dataset["train"]) == len(
mc_dataset["train"] # mc_dataset["train"]
) + len(ch_dataset["train"]) + len( # ) + len(ch_dataset["train"]) + len(
in_dataset["train"] + len(tbx11k_dataset["train"]) # in_dataset["train"] + len(tbx11k_dataset["train"])
) # )
assert "validation" in mc_ch_in_11k_RS_dataset # assert "validation" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["validation"]) == len( # assert len(mc_ch_in_11k_RS_dataset["validation"]) == len(
mc_dataset["validation"] # mc_dataset["validation"]
) + len(ch_dataset["validation"]) + len( # ) + len(ch_dataset["validation"]) + len(
in_dataset["validation"] + len(tbx11k_dataset["validation"]) # in_dataset["validation"] + len(tbx11k_dataset["validation"])
) # )
assert "test" in mc_ch_in_11k_RS_dataset # assert "test" in mc_ch_in_11k_RS_dataset
assert len(mc_ch_in_11k_RS_dataset["test"]) == len( # assert len(mc_ch_in_11k_RS_dataset["test"]) == len(
mc_dataset["test"] # mc_dataset["test"]
) + len(ch_dataset["test"]) + len( # ) + len(ch_dataset["test"]) + len(
in_dataset["test"] + len(tbx11k_dataset["test"]) # in_dataset["test"] + len(tbx11k_dataset["test"])
) # )
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