Dataset Preview
View in Dataset Viewer
Viewer
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code: DatasetGenerationError
Exception: DatasetGenerationError
Message: An error occurred while generating the dataset
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema
arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp>
arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp>
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2122, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<0: list<item: int64>, 1: list<item: int64>, 2: list<item: int64>, 3: list<item: int64>, 4: list<item: int64>, 5: list<item: int64>, 6: list<item: int64>, 7: list<item: int64>, 8: list<item: int64>, 9: list<item: int64>, 10: list<item: int64>, 11: list<item: int64>, 12: list<item: int64>, 13: list<item: int64>, 14: list<item: int64>, 15: list<item: int64>, 16: list<item: int64>, 17: list<item: int64>>
to
{'0': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '1': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '2': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '3': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '4': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '5': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '6': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '7': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '8': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '9': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '10': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '11': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '12': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '13': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '14': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '15': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '16': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '17': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), '18': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None)}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1316, in compute_config_parquet_and_info_response
parquet_operations, partial = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 909, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Open a discussion for direct support.
version
string | tiling_tool_version
string | nb_tiles
int64 | total_number_of_tiles
int64 | sampling_mode
dict | matter_detector
dict | features_extractor
string | level
int64 | tile_size
int64 | absolute_tile_size
int64 | slide_size
sequence | tile_mpp
float64 | level_dimensions
dict | level_mpp_mapping
dict | environment
dict | slide_hash
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3.0.0 | 9.5.0 | 22,675 | 22,675 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
135168,
105472
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
4
],
"4": [
9,
7
],
"5": [
17,
13
],
"6": [
33,
26
],
"7": [
66,
52
],
"8": [
132,
103
],
"9": [
264,
206
],
"10": [
528,
412
],
"11": [
1056,
824
],
"12": [
2112,
1648
],
"13": [
4224,
3296
],
"14": [
8448,
6592
],
"15": [
16896,
13184
],
"16": [
33792,
26368
],
"17": [
67584,
52736
],
"18": [
135168,
105472
]
} | {
"0": 59690.1888,
"1": 29845.0944,
"2": 14922.5472,
"3": 7461.2736,
"4": 3730.6368,
"5": 1865.3184,
"6": 932.6592,
"7": 466.3296,
"8": 233.1648,
"9": 116.5824,
"10": 58.2912,
"11": 29.1456,
"12": 14.5728,
"13": 7.2864,
"14": 3.6432,
"15": 1.8216,
"16": 0.9108,
"17": 0.4554,
"18": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 97816938bcfac54f2f32ac2ae42d225201760d70ac45654a33a386fc4b071d72 |
3.0.0 | 9.5.0 | 32,243 | 32,243 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
118784,
93440
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
15,
12
],
"5": [
29,
23
],
"6": [
58,
46
],
"7": [
116,
92
],
"8": [
232,
183
],
"9": [
464,
365
],
"10": [
928,
730
],
"11": [
1856,
1460
],
"12": [
3712,
2920
],
"13": [
7424,
5840
],
"14": [
14848,
11680
],
"15": [
29696,
23360
],
"16": [
59392,
46720
],
"17": [
118784,
93440
]
} | {
"0": 29845.0944,
"1": 14922.5472,
"2": 7461.2736,
"3": 3730.6368,
"4": 1865.3184,
"5": 932.6592,
"6": 466.3296,
"7": 233.1648,
"8": 116.5824,
"9": 58.2912,
"10": 29.1456,
"11": 14.5728,
"12": 7.2864,
"13": 3.6432,
"14": 1.8216,
"15": 0.9108,
"16": 0.4554,
"17": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | f0a26aa8b96a21f3c66ccfb163bb40f630ac1591aca693f0b5bbb5ca5195938c |
3.0.0 | 9.5.0 | 32,077 | 32,077 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
110592,
104448
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
4
],
"3": [
7,
7
],
"4": [
14,
13
],
"5": [
27,
26
],
"6": [
54,
51
],
"7": [
108,
102
],
"8": [
216,
204
],
"9": [
432,
408
],
"10": [
864,
816
],
"11": [
1728,
1632
],
"12": [
3456,
3264
],
"13": [
6912,
6528
],
"14": [
13824,
13056
],
"15": [
27648,
26112
],
"16": [
55296,
52224
],
"17": [
110592,
104448
]
} | {
"0": 29845.0944,
"1": 14922.5472,
"2": 7461.2736,
"3": 3730.6368,
"4": 1865.3184,
"5": 932.6592,
"6": 466.3296,
"7": 233.1648,
"8": 116.5824,
"9": 58.2912,
"10": 29.1456,
"11": 14.5728,
"12": 7.2864,
"13": 3.6432,
"14": 1.8216,
"15": 0.9108,
"16": 0.4554,
"17": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | bc9c4b913a7a338793b785bf073fdd81ed042aa71067a5bea60496dc0e870fdd |
3.0.0 | 9.5.0 | 16,141 | 16,141 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
110592,
77312
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
14,
10
],
"5": [
27,
19
],
"6": [
54,
38
],
"7": [
108,
76
],
"8": [
216,
151
],
"9": [
432,
302
],
"10": [
864,
604
],
"11": [
1728,
1208
],
"12": [
3456,
2416
],
"13": [
6912,
4832
],
"14": [
13824,
9664
],
"15": [
27648,
19328
],
"16": [
55296,
38656
],
"17": [
110592,
77312
]
} | {
"0": 29845.0944,
"1": 14922.5472,
"2": 7461.2736,
"3": 3730.6368,
"4": 1865.3184,
"5": 932.6592,
"6": 466.3296,
"7": 233.1648,
"8": 116.5824,
"9": 58.2912,
"10": 29.1456,
"11": 14.5728,
"12": 7.2864,
"13": 3.6432,
"14": 1.8216,
"15": 0.9108,
"16": 0.4554,
"17": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 636ae4618bac90b25576e75f82fdc0eea978683f4dbbbd9d23ebfb3fbfb0467e |
3.0.0 | 9.5.0 | 37,642 | 37,642 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
122880,
103168
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
4
],
"3": [
8,
7
],
"4": [
15,
13
],
"5": [
30,
26
],
"6": [
60,
51
],
"7": [
120,
101
],
"8": [
240,
202
],
"9": [
480,
403
],
"10": [
960,
806
],
"11": [
1920,
1612
],
"12": [
3840,
3224
],
"13": [
7680,
6448
],
"14": [
15360,
12896
],
"15": [
30720,
25792
],
"16": [
61440,
51584
],
"17": [
122880,
103168
]
} | {
"0": 29845.0944,
"1": 14922.5472,
"2": 7461.2736,
"3": 3730.6368,
"4": 1865.3184,
"5": 932.6592,
"6": 466.3296,
"7": 233.1648,
"8": 116.5824,
"9": 58.2912,
"10": 29.1456,
"11": 14.5728,
"12": 7.2864,
"13": 3.6432,
"14": 1.8216,
"15": 0.9108,
"16": 0.4554,
"17": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | b42d17bb0c4373235e8d460918c667abc872a925786de1f5a613987e8c30a535 |
3.0.0 | 9.5.0 | 45,241 | 45,241 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
131072,
104192
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
4
],
"3": [
8,
7
],
"4": [
16,
13
],
"5": [
32,
26
],
"6": [
64,
51
],
"7": [
128,
102
],
"8": [
256,
204
],
"9": [
512,
407
],
"10": [
1024,
814
],
"11": [
2048,
1628
],
"12": [
4096,
3256
],
"13": [
8192,
6512
],
"14": [
16384,
13024
],
"15": [
32768,
26048
],
"16": [
65536,
52096
],
"17": [
131072,
104192
]
} | {
"0": 29845.0944,
"1": 14922.5472,
"2": 7461.2736,
"3": 3730.6368,
"4": 1865.3184,
"5": 932.6592,
"6": 466.3296,
"7": 233.1648,
"8": 116.5824,
"9": 58.2912,
"10": 29.1456,
"11": 14.5728,
"12": 7.2864,
"13": 3.6432,
"14": 1.8216,
"15": 0.9108,
"16": 0.4554,
"17": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 1d43f33d38e28b01f8201fce812c48a882ba2a096b0a02f82d29bc215cff7d90 |
3.0.0 | 9.5.0 | 47,864 | 47,864 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
131072,
102912
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
4
],
"3": [
8,
7
],
"4": [
16,
13
],
"5": [
32,
26
],
"6": [
64,
51
],
"7": [
128,
101
],
"8": [
256,
201
],
"9": [
512,
402
],
"10": [
1024,
804
],
"11": [
2048,
1608
],
"12": [
4096,
3216
],
"13": [
8192,
6432
],
"14": [
16384,
12864
],
"15": [
32768,
25728
],
"16": [
65536,
51456
],
"17": [
131072,
102912
]
} | {
"0": 29845.0944,
"1": 14922.5472,
"2": 7461.2736,
"3": 3730.6368,
"4": 1865.3184,
"5": 932.6592,
"6": 466.3296,
"7": 233.1648,
"8": 116.5824,
"9": 58.2912,
"10": 29.1456,
"11": 14.5728,
"12": 7.2864,
"13": 3.6432,
"14": 1.8216,
"15": 0.9108,
"16": 0.4554,
"17": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 0b6d96a17aea7df2170e706bda6b97ccedc1f8d02d2a026a4a898b09ec935942 |
3.0.0 | 9.5.0 | 35,849 | 35,849 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
135168,
108032
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
4
],
"4": [
9,
7
],
"5": [
17,
14
],
"6": [
33,
27
],
"7": [
66,
53
],
"8": [
132,
106
],
"9": [
264,
211
],
"10": [
528,
422
],
"11": [
1056,
844
],
"12": [
2112,
1688
],
"13": [
4224,
3376
],
"14": [
8448,
6752
],
"15": [
16896,
13504
],
"16": [
33792,
27008
],
"17": [
67584,
54016
],
"18": [
135168,
108032
]
} | {
"0": 59690.1888,
"1": 29845.0944,
"2": 14922.5472,
"3": 7461.2736,
"4": 3730.6368,
"5": 1865.3184,
"6": 932.6592,
"7": 466.3296,
"8": 233.1648,
"9": 116.5824,
"10": 58.2912,
"11": 29.1456,
"12": 14.5728,
"13": 7.2864,
"14": 3.6432,
"15": 1.8216,
"16": 0.9108,
"17": 0.4554,
"18": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | dcc04411d1fca532cd3657d28e152bfe591b4478255afcc3da572d7d128794ca |
3.0.0 | 9.5.0 | 16,975 | 16,975 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
90112,
91392
] | 0.4554 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
11,
12
],
"5": [
22,
23
],
"6": [
44,
45
],
"7": [
88,
90
],
"8": [
176,
179
],
"9": [
352,
357
],
"10": [
704,
714
],
"11": [
1408,
1428
],
"12": [
2816,
2856
],
"13": [
5632,
5712
],
"14": [
11264,
11424
],
"15": [
22528,
22848
],
"16": [
45056,
45696
],
"17": [
90112,
91392
]
} | {
"0": 29845.0944,
"1": 14922.5472,
"2": 7461.2736,
"3": 3730.6368,
"4": 1865.3184,
"5": 932.6592,
"6": 466.3296,
"7": 233.1648,
"8": 116.5824,
"9": 58.2912,
"10": 29.1456,
"11": 14.5728,
"12": 7.2864,
"13": 3.6432,
"14": 1.8216,
"15": 0.9108,
"16": 0.4554,
"17": 0.2277
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 4af8351dcd6dc4cf636e405e24813cd2fc9e7f37bde7458ae433e333f20d9f1b |
3.0.0 | 9.5.0 | 24,828 | 24,828 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
103584,
87901
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
13,
11
],
"5": [
26,
22
],
"6": [
51,
43
],
"7": [
102,
86
],
"8": [
203,
172
],
"9": [
405,
344
],
"10": [
810,
687
],
"11": [
1619,
1374
],
"12": [
3237,
2747
],
"13": [
6474,
5494
],
"14": [
12948,
10988
],
"15": [
25896,
21976
],
"16": [
51792,
43951
],
"17": [
103584,
87901
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | b7477558acd7cbdad640592d43b75ef6 |
3.0.0 | 9.5.0 | 20,794 | 20,794 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
107568,
80833
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
14,
10
],
"5": [
27,
20
],
"6": [
53,
40
],
"7": [
106,
79
],
"8": [
211,
158
],
"9": [
421,
316
],
"10": [
841,
632
],
"11": [
1681,
1264
],
"12": [
3362,
2527
],
"13": [
6723,
5053
],
"14": [
13446,
10105
],
"15": [
26892,
20209
],
"16": [
53784,
40417
],
"17": [
107568,
80833
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | fdc177adb5b483d5c43a2c980f21bd5b |
3.0.0 | 9.5.0 | 22,825 | 22,825 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
117528,
76837
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
5
],
"4": [
15,
10
],
"5": [
29,
19
],
"6": [
58,
38
],
"7": [
115,
76
],
"8": [
230,
151
],
"9": [
460,
301
],
"10": [
919,
601
],
"11": [
1837,
1201
],
"12": [
3673,
2402
],
"13": [
7346,
4803
],
"14": [
14691,
9605
],
"15": [
29382,
19210
],
"16": [
58764,
38419
],
"17": [
117528,
76837
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 722f48eac0c230d925bf80aad6a2dff1 |
3.0.0 | 9.5.0 | 20,396 | 20,396 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
93624,
89489
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
12,
11
],
"5": [
23,
22
],
"6": [
46,
44
],
"7": [
92,
88
],
"8": [
183,
175
],
"9": [
366,
350
],
"10": [
732,
700
],
"11": [
1463,
1399
],
"12": [
2926,
2797
],
"13": [
5852,
5594
],
"14": [
11703,
11187
],
"15": [
23406,
22373
],
"16": [
46812,
44745
],
"17": [
93624,
89489
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | fbc6a985cec4b410dbdc29aaf0c15a8d |
3.0.0 | 9.5.0 | 16,071 | 16,071 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
81672,
76761
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
5
],
"4": [
10,
10
],
"5": [
20,
19
],
"6": [
40,
38
],
"7": [
80,
75
],
"8": [
160,
150
],
"9": [
320,
300
],
"10": [
639,
600
],
"11": [
1277,
1200
],
"12": [
2553,
2399
],
"13": [
5105,
4798
],
"14": [
10209,
9596
],
"15": [
20418,
19191
],
"16": [
40836,
38381
],
"17": [
81672,
76761
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 48e7a87a4210001bd84975df4b3d1a4b |
3.0.0 | 9.5.0 | 13,658 | 13,658 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
75696,
82376
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
6
],
"4": [
10,
11
],
"5": [
19,
21
],
"6": [
37,
41
],
"7": [
74,
81
],
"8": [
148,
161
],
"9": [
296,
322
],
"10": [
592,
644
],
"11": [
1183,
1288
],
"12": [
2366,
2575
],
"13": [
4731,
5149
],
"14": [
9462,
10297
],
"15": [
18924,
20594
],
"16": [
37848,
41188
],
"17": [
75696,
82376
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 1c6e5a30f5223aaa339e2d83e9f8baaf |
3.0.0 | 9.5.0 | 20,354 | 20,354 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
93624,
88043
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
12,
11
],
"5": [
23,
22
],
"6": [
46,
43
],
"7": [
92,
86
],
"8": [
183,
172
],
"9": [
366,
344
],
"10": [
732,
688
],
"11": [
1463,
1376
],
"12": [
2926,
2752
],
"13": [
5852,
5503
],
"14": [
11703,
11006
],
"15": [
23406,
22011
],
"16": [
46812,
44022
],
"17": [
93624,
88043
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | f86ba4cb3c77c4aa187c17a71b12e923 |
3.0.0 | 9.5.0 | 16,357 | 16,357 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
79680,
88815
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
6
],
"4": [
10,
11
],
"5": [
20,
22
],
"6": [
39,
44
],
"7": [
78,
87
],
"8": [
156,
174
],
"9": [
312,
347
],
"10": [
623,
694
],
"11": [
1245,
1388
],
"12": [
2490,
2776
],
"13": [
4980,
5551
],
"14": [
9960,
11102
],
"15": [
19920,
22204
],
"16": [
39840,
44408
],
"17": [
79680,
88815
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 80fc7488eb663a97b7e8ef1607790d9f |
3.0.0 | 9.5.0 | 26,614 | 26,614 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
89640,
89480
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
11,
11
],
"5": [
22,
22
],
"6": [
44,
44
],
"7": [
88,
88
],
"8": [
176,
175
],
"9": [
351,
350
],
"10": [
701,
700
],
"11": [
1401,
1399
],
"12": [
2802,
2797
],
"13": [
5603,
5593
],
"14": [
11205,
11185
],
"15": [
22410,
22370
],
"16": [
44820,
44740
],
"17": [
89640,
89480
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 3467b2c8c3fb0014e36bdbe79120bf79 |
3.0.0 | 9.5.0 | 14,733 | 14,733 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
97608,
80491
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
12,
10
],
"5": [
24,
20
],
"6": [
48,
40
],
"7": [
96,
79
],
"8": [
191,
158
],
"9": [
382,
315
],
"10": [
763,
629
],
"11": [
1526,
1258
],
"12": [
3051,
2516
],
"13": [
6101,
5031
],
"14": [
12201,
10062
],
"15": [
24402,
20123
],
"16": [
48804,
40246
],
"17": [
97608,
80491
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | c3b501703f92471562d1944910b6da75 |
3.0.0 | 9.5.0 | 23,482 | 23,482 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
97608,
89498
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
12,
11
],
"5": [
24,
22
],
"6": [
48,
44
],
"7": [
96,
88
],
"8": [
191,
175
],
"9": [
382,
350
],
"10": [
763,
700
],
"11": [
1526,
1399
],
"12": [
3051,
2797
],
"13": [
6101,
5594
],
"14": [
12201,
11188
],
"15": [
24402,
22375
],
"16": [
48804,
44749
],
"17": [
97608,
89498
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | f18e0257728ff31a482f17d3e52a83b4 |
3.0.0 | 9.5.0 | 19,987 | 19,987 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
95616,
73252
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
12,
9
],
"5": [
24,
18
],
"6": [
47,
36
],
"7": [
94,
72
],
"8": [
187,
144
],
"9": [
374,
287
],
"10": [
747,
573
],
"11": [
1494,
1145
],
"12": [
2988,
2290
],
"13": [
5976,
4579
],
"14": [
11952,
9157
],
"15": [
23904,
18313
],
"16": [
47808,
36626
],
"17": [
95616,
73252
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 75bf8a072bb5377a5da9aebb9aebf9ba |
3.0.0 | 9.5.0 | 21,063 | 21,063 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
101592,
81627
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
13,
10
],
"5": [
25,
20
],
"6": [
50,
40
],
"7": [
100,
80
],
"8": [
199,
160
],
"9": [
397,
319
],
"10": [
794,
638
],
"11": [
1588,
1276
],
"12": [
3175,
2551
],
"13": [
6350,
5102
],
"14": [
12699,
10204
],
"15": [
25398,
20407
],
"16": [
50796,
40814
],
"17": [
101592,
81627
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 117f7625b9920a90a46d6ce614ed5f76 |
3.0.0 | 9.5.0 | 16,061 | 16,061 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
81672,
89463
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
6
],
"4": [
10,
11
],
"5": [
20,
22
],
"6": [
40,
44
],
"7": [
80,
88
],
"8": [
160,
175
],
"9": [
320,
350
],
"10": [
639,
699
],
"11": [
1277,
1398
],
"12": [
2553,
2796
],
"13": [
5105,
5592
],
"14": [
10209,
11183
],
"15": [
20418,
22366
],
"16": [
40836,
44732
],
"17": [
81672,
89463
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 54563bcb9038a96e2f6003014efa8f04 |
3.0.0 | 9.5.0 | 17,628 | 17,628 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
77688,
80292
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
5
],
"4": [
10,
10
],
"5": [
19,
20
],
"6": [
38,
40
],
"7": [
76,
79
],
"8": [
152,
157
],
"9": [
304,
314
],
"10": [
607,
628
],
"11": [
1214,
1255
],
"12": [
2428,
2510
],
"13": [
4856,
5019
],
"14": [
9711,
10037
],
"15": [
19422,
20073
],
"16": [
38844,
40146
],
"17": [
77688,
80292
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | a69a43260938b9c28a52485da6d31505 |
3.0.0 | 9.5.0 | 27,639 | 27,639 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
101592,
83233
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
13,
11
],
"5": [
25,
21
],
"6": [
50,
41
],
"7": [
100,
82
],
"8": [
199,
163
],
"9": [
397,
326
],
"10": [
794,
651
],
"11": [
1588,
1301
],
"12": [
3175,
2602
],
"13": [
6350,
5203
],
"14": [
12699,
10405
],
"15": [
25398,
20809
],
"16": [
50796,
41617
],
"17": [
101592,
83233
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 7fcf15fb375dfed5a4810f25f43b0c0b |
3.0.0 | 9.5.0 | 36,615 | 36,615 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
111872,
149248
] | 0.38896 | {
"0": [
1,
1
],
"1": [
1,
2
],
"2": [
2,
3
],
"3": [
4,
5
],
"4": [
7,
10
],
"5": [
14,
19
],
"6": [
28,
37
],
"7": [
55,
73
],
"8": [
110,
146
],
"9": [
219,
292
],
"10": [
437,
583
],
"11": [
874,
1166
],
"12": [
1748,
2332
],
"13": [
3496,
4664
],
"14": [
6992,
9328
],
"15": [
13984,
18656
],
"16": [
27968,
37312
],
"17": [
55936,
74624
],
"18": [
111872,
149248
]
} | {
"0": 50981.76512,
"1": 25490.88256,
"2": 12745.44128,
"3": 6372.72064,
"4": 3186.36032,
"5": 1593.18016,
"6": 796.59008,
"7": 398.29504,
"8": 199.14752,
"9": 99.57376,
"10": 49.78688,
"11": 24.89344,
"12": 12.44672,
"13": 6.22336,
"14": 3.11168,
"15": 1.55584,
"16": 0.77792,
"17": 0.38896,
"18": 0.19448
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 0215464a97c116bd3eac54fdd06d41a6485ae75fb679d9e318de473d5315c61c |
3.0.0 | 9.5.0 | 11,150 | 11,150 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
119040,
152832
] | 0.38896 | {
"0": [
1,
1
],
"1": [
1,
2
],
"2": [
2,
3
],
"3": [
4,
5
],
"4": [
8,
10
],
"5": [
15,
19
],
"6": [
30,
38
],
"7": [
59,
75
],
"8": [
117,
150
],
"9": [
233,
299
],
"10": [
465,
597
],
"11": [
930,
1194
],
"12": [
1860,
2388
],
"13": [
3720,
4776
],
"14": [
7440,
9552
],
"15": [
14880,
19104
],
"16": [
29760,
38208
],
"17": [
59520,
76416
],
"18": [
119040,
152832
]
} | {
"0": 50981.76512,
"1": 25490.88256,
"2": 12745.44128,
"3": 6372.72064,
"4": 3186.36032,
"5": 1593.18016,
"6": 796.59008,
"7": 398.29504,
"8": 199.14752,
"9": 99.57376,
"10": 49.78688,
"11": 24.89344,
"12": 12.44672,
"13": 6.22336,
"14": 3.11168,
"15": 1.55584,
"16": 0.77792,
"17": 0.38896,
"18": 0.19448
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 9d16759348deffee515ebcceb6bf52d641f7cc280e2ce0fed0959df6d7a198f8 |
3.0.0 | 9.5.0 | 8,134 | 8,134 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
122808,
69483
] | 0.493 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
5
],
"4": [
15,
9
],
"5": [
30,
17
],
"6": [
60,
34
],
"7": [
120,
68
],
"8": [
240,
136
],
"9": [
480,
272
],
"10": [
960,
543
],
"11": [
1919,
1086
],
"12": [
3838,
2172
],
"13": [
7676,
4343
],
"14": [
15351,
8686
],
"15": [
30702,
17371
],
"16": [
61404,
34742
],
"17": [
122808,
69483
]
} | {
"0": 32309.248,
"1": 16154.624,
"2": 8077.312,
"3": 4038.656,
"4": 2019.328,
"5": 1009.664,
"6": 504.832,
"7": 252.416,
"8": 126.208,
"9": 63.104,
"10": 31.552,
"11": 15.776,
"12": 7.888,
"13": 3.944,
"14": 1.972,
"15": 0.986,
"16": 0.493,
"17": 0.2465
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 877bb5e9583ce6cef5aedda64dcca14ff366c430f22a0b554df75778ebd23814 |
3.0.0 | 9.5.0 | 7,563 | 7,563 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
142800,
65326
] | 0.493 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
1
],
"3": [
5,
2
],
"4": [
9,
4
],
"5": [
18,
8
],
"6": [
35,
16
],
"7": [
70,
32
],
"8": [
140,
64
],
"9": [
279,
128
],
"10": [
558,
256
],
"11": [
1116,
511
],
"12": [
2232,
1021
],
"13": [
4463,
2042
],
"14": [
8925,
4083
],
"15": [
17850,
8166
],
"16": [
35700,
16332
],
"17": [
71400,
32663
],
"18": [
142800,
65326
]
} | {
"0": 64618.496,
"1": 32309.248,
"2": 16154.624,
"3": 8077.312,
"4": 4038.656,
"5": 2019.328,
"6": 1009.664,
"7": 504.832,
"8": 252.416,
"9": 126.208,
"10": 63.104,
"11": 31.552,
"12": 15.776,
"13": 7.888,
"14": 3.944,
"15": 1.972,
"16": 0.986,
"17": 0.493,
"18": 0.2465
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 9640fc81ec12c6dbd7c3e6848b104acdafa2732f207d5c1b044e45708120efe1 |
3.0.0 | 9.5.0 | 8,006 | 8,006 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
107576,
87353
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
14,
11
],
"5": [
27,
22
],
"6": [
53,
43
],
"7": [
106,
86
],
"8": [
211,
171
],
"9": [
421,
342
],
"10": [
841,
683
],
"11": [
1681,
1365
],
"12": [
3362,
2730
],
"13": [
6724,
5460
],
"14": [
13447,
10920
],
"15": [
26894,
21839
],
"16": [
53788,
43677
],
"17": [
107576,
87353
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 44f169f830c85835c1c10068392d8e28949ad95ea25c54b5a0b68a7411a483d5 |
3.0.0 | 9.5.0 | 3,575 | 3,575 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
114240,
78125
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
14,
10
],
"5": [
28,
20
],
"6": [
56,
39
],
"7": [
112,
77
],
"8": [
224,
153
],
"9": [
447,
306
],
"10": [
893,
611
],
"11": [
1785,
1221
],
"12": [
3570,
2442
],
"13": [
7140,
4883
],
"14": [
14280,
9766
],
"15": [
28560,
19532
],
"16": [
57120,
39063
],
"17": [
114240,
78125
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 2d29251de8b4f83a2eb28bbab1644758a18fc173ae0ad904d5f521a12d595dc9 |
3.0.0 | 9.5.0 | 3,917 | 3,917 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
121856,
65599
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
5
],
"4": [
15,
9
],
"5": [
30,
17
],
"6": [
60,
33
],
"7": [
119,
65
],
"8": [
238,
129
],
"9": [
476,
257
],
"10": [
952,
513
],
"11": [
1904,
1025
],
"12": [
3808,
2050
],
"13": [
7616,
4100
],
"14": [
15232,
8200
],
"15": [
30464,
16400
],
"16": [
60928,
32800
],
"17": [
121856,
65599
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | ac52f783003aadb0e99bb5347b39d4dfdabff2bdd308b51b1c83009c885af2b0 |
3.0.0 | 9.5.0 | 1,427 | 1,427 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 15 | 224 | 448 | [
38080,
23829
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
3
],
"4": [
10,
6
],
"5": [
19,
12
],
"6": [
38,
24
],
"7": [
75,
47
],
"8": [
149,
94
],
"9": [
298,
187
],
"10": [
595,
373
],
"11": [
1190,
745
],
"12": [
2380,
1490
],
"13": [
4760,
2979
],
"14": [
9520,
5958
],
"15": [
19040,
11915
],
"16": [
38080,
23829
]
} | {
"0": 16095.6416,
"1": 8047.8208,
"2": 4023.9104,
"3": 2011.9552,
"4": 1005.9776,
"5": 502.9888,
"6": 251.4944,
"7": 125.7472,
"8": 62.8736,
"9": 31.4368,
"10": 15.7184,
"11": 7.8592,
"12": 3.9296,
"13": 1.9648,
"14": 0.9824,
"15": 0.4912,
"16": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | f45c85d0adac310eb9e261dd057208739fdee9933b6090abc093e0f1c82c1335 |
3.0.0 | 9.5.0 | 1,434 | 1,434 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 15 | 224 | 448 | [
36176,
59996
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
4
],
"3": [
5,
8
],
"4": [
9,
15
],
"5": [
18,
30
],
"6": [
36,
59
],
"7": [
71,
118
],
"8": [
142,
235
],
"9": [
283,
469
],
"10": [
566,
938
],
"11": [
1131,
1875
],
"12": [
2261,
3750
],
"13": [
4522,
7500
],
"14": [
9044,
14999
],
"15": [
18088,
29998
],
"16": [
36176,
59996
]
} | {
"0": 16095.6416,
"1": 8047.8208,
"2": 4023.9104,
"3": 2011.9552,
"4": 1005.9776,
"5": 502.9888,
"6": 251.4944,
"7": 125.7472,
"8": 62.8736,
"9": 31.4368,
"10": 15.7184,
"11": 7.8592,
"12": 3.9296,
"13": 1.9648,
"14": 0.9824,
"15": 0.4912,
"16": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 369196e943a680ecc5670dfdd351e27cf81ff541170dac39b8f25f570470b750 |
3.0.0 | 9.5.0 | 10,227 | 10,227 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
189448,
41237
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
1
],
"3": [
6,
2
],
"4": [
12,
3
],
"5": [
24,
6
],
"6": [
47,
11
],
"7": [
93,
21
],
"8": [
186,
41
],
"9": [
371,
81
],
"10": [
741,
162
],
"11": [
1481,
323
],
"12": [
2961,
645
],
"13": [
5921,
1289
],
"14": [
11841,
2578
],
"15": [
23681,
5155
],
"16": [
47362,
10310
],
"17": [
94724,
20619
],
"18": [
189448,
41237
]
} | {
"0": 64382.5664,
"1": 32191.2832,
"2": 16095.6416,
"3": 8047.8208,
"4": 4023.9104,
"5": 2011.9552,
"6": 1005.9776,
"7": 502.9888,
"8": 251.4944,
"9": 125.7472,
"10": 62.8736,
"11": 31.4368,
"12": 15.7184,
"13": 7.8592,
"14": 3.9296,
"15": 1.9648,
"16": 0.9824,
"17": 0.4912,
"18": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 9a23a72743517977efe4e053e6df21531af1e0552ae62667f8e37be30295821a |
3.0.0 | 9.5.0 | 8,429 | 8,429 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
189448,
40247
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
1
],
"3": [
6,
2
],
"4": [
12,
3
],
"5": [
24,
5
],
"6": [
47,
10
],
"7": [
93,
20
],
"8": [
186,
40
],
"9": [
371,
79
],
"10": [
741,
158
],
"11": [
1481,
315
],
"12": [
2961,
629
],
"13": [
5921,
1258
],
"14": [
11841,
2516
],
"15": [
23681,
5031
],
"16": [
47362,
10062
],
"17": [
94724,
20124
],
"18": [
189448,
40247
]
} | {
"0": 64382.5664,
"1": 32191.2832,
"2": 16095.6416,
"3": 8047.8208,
"4": 4023.9104,
"5": 2011.9552,
"6": 1005.9776,
"7": 502.9888,
"8": 251.4944,
"9": 125.7472,
"10": 62.8736,
"11": 31.4368,
"12": 15.7184,
"13": 7.8592,
"14": 3.9296,
"15": 1.9648,
"16": 0.9824,
"17": 0.4912,
"18": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 3a2b8dbb3973bc77707d22e9ee48338b41c2033a727b7fbdb496cc0f8234fe75 |
3.0.0 | 9.5.0 | 31,573 | 31,573 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
110122,
91073
] | 0.497 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
14,
12
],
"5": [
27,
23
],
"6": [
54,
45
],
"7": [
108,
89
],
"8": [
216,
178
],
"9": [
431,
356
],
"10": [
861,
712
],
"11": [
1721,
1424
],
"12": [
3442,
2847
],
"13": [
6883,
5693
],
"14": [
13766,
11385
],
"15": [
27531,
22769
],
"16": [
55061,
45537
],
"17": [
110122,
91073
]
} | {
"0": 32571.392,
"1": 16285.696,
"2": 8142.848,
"3": 4071.424,
"4": 2035.712,
"5": 1017.856,
"6": 508.928,
"7": 254.464,
"8": 127.232,
"9": 63.616,
"10": 31.808,
"11": 15.904,
"12": 7.952,
"13": 3.976,
"14": 1.988,
"15": 0.994,
"16": 0.497,
"17": 0.2485
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | d7925f58b6049e9636c1482aa94f2cab |
3.0.0 | 9.5.0 | 23,013 | 23,013 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
109479,
94998
] | 0.496 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
14,
12
],
"5": [
27,
24
],
"6": [
54,
47
],
"7": [
107,
93
],
"8": [
214,
186
],
"9": [
428,
372
],
"10": [
856,
743
],
"11": [
1711,
1485
],
"12": [
3422,
2969
],
"13": [
6843,
5938
],
"14": [
13685,
11875
],
"15": [
27370,
23750
],
"16": [
54740,
47499
],
"17": [
109479,
94998
]
} | {
"0": 32505.856,
"1": 16252.928,
"2": 8126.464,
"3": 4063.232,
"4": 2031.616,
"5": 1015.808,
"6": 507.904,
"7": 253.952,
"8": 126.976,
"9": 63.488,
"10": 31.744,
"11": 15.872,
"12": 7.936,
"13": 3.968,
"14": 1.984,
"15": 0.992,
"16": 0.496,
"17": 0.248
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 201f9e7a6783acdea77c24e875445099 |
3.0.0 | 9.5.0 | 10,322 | 10,322 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
97104,
76531
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
12,
10
],
"5": [
24,
19
],
"6": [
48,
38
],
"7": [
95,
75
],
"8": [
190,
150
],
"9": [
380,
299
],
"10": [
759,
598
],
"11": [
1518,
1196
],
"12": [
3035,
2392
],
"13": [
6069,
4784
],
"14": [
12138,
9567
],
"15": [
24276,
19133
],
"16": [
48552,
38266
],
"17": [
97104,
76531
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | e176ebf560328384a8cdb3e23d2d17d4 |
3.0.0 | 9.5.0 | 19,978 | 19,978 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
105672,
94758
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
13,
12
],
"5": [
26,
24
],
"6": [
52,
47
],
"7": [
104,
93
],
"8": [
207,
186
],
"9": [
413,
371
],
"10": [
826,
741
],
"11": [
1652,
1481
],
"12": [
3303,
2962
],
"13": [
6605,
5923
],
"14": [
13209,
11845
],
"15": [
26418,
23690
],
"16": [
52836,
47379
],
"17": [
105672,
94758
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 039ee2b5cf8bb9bf5336716624ab0fa2 |
3.0.0 | 9.5.0 | 14,059 | 14,059 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
89488,
81985
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
11,
11
],
"5": [
22,
21
],
"6": [
44,
41
],
"7": [
88,
81
],
"8": [
175,
161
],
"9": [
350,
321
],
"10": [
700,
641
],
"11": [
1399,
1282
],
"12": [
2797,
2563
],
"13": [
5593,
5125
],
"14": [
11186,
10249
],
"15": [
22372,
20497
],
"16": [
44744,
40993
],
"17": [
89488,
81985
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 341ac75f5aafe3b364c7cfeb2473879f |
3.0.0 | 9.5.0 | 18,918 | 18,918 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
100912,
82930
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
13,
11
],
"5": [
25,
21
],
"6": [
50,
41
],
"7": [
99,
81
],
"8": [
198,
162
],
"9": [
395,
324
],
"10": [
789,
648
],
"11": [
1577,
1296
],
"12": [
3154,
2592
],
"13": [
6307,
5184
],
"14": [
12614,
10367
],
"15": [
25228,
20733
],
"16": [
50456,
41465
],
"17": [
100912,
82930
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 1c6e670f6a1b252a339010eabe8c7a0e |
3.0.0 | 9.5.0 | 22,500 | 22,500 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
116144,
86001
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
15,
11
],
"5": [
29,
21
],
"6": [
57,
42
],
"7": [
114,
84
],
"8": [
227,
168
],
"9": [
454,
336
],
"10": [
908,
672
],
"11": [
1815,
1344
],
"12": [
3630,
2688
],
"13": [
7259,
5376
],
"14": [
14518,
10751
],
"15": [
29036,
21501
],
"16": [
58072,
43001
],
"17": [
116144,
86001
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 52c17b38a2c659497dcfadf73f54184a |
3.0.0 | 9.5.0 | 17,233 | 17,233 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
110432,
72699
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
14,
9
],
"5": [
27,
18
],
"6": [
54,
36
],
"7": [
108,
71
],
"8": [
216,
142
],
"9": [
432,
284
],
"10": [
863,
568
],
"11": [
1726,
1136
],
"12": [
3451,
2272
],
"13": [
6902,
4544
],
"14": [
13804,
9088
],
"15": [
27608,
18175
],
"16": [
55216,
36350
],
"17": [
110432,
72699
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | ea3b5bcd06b2d6a0d9ef6e81aedbc368 |
3.0.0 | 9.5.0 | 18,276 | 18,276 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
95200,
90682
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
12,
12
],
"5": [
24,
23
],
"6": [
47,
45
],
"7": [
93,
89
],
"8": [
186,
178
],
"9": [
372,
355
],
"10": [
744,
709
],
"11": [
1488,
1417
],
"12": [
2975,
2834
],
"13": [
5950,
5668
],
"14": [
11900,
11336
],
"15": [
23800,
22671
],
"16": [
47600,
45341
],
"17": [
95200,
90682
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | b05a12a850957f9462a9bdef9fbdeb23 |
3.0.0 | 9.5.0 | 34,101 | 34,101 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
177072,
94498
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
6,
3
],
"4": [
11,
6
],
"5": [
22,
12
],
"6": [
44,
24
],
"7": [
87,
47
],
"8": [
173,
93
],
"9": [
346,
185
],
"10": [
692,
370
],
"11": [
1384,
739
],
"12": [
2767,
1477
],
"13": [
5534,
2954
],
"14": [
11067,
5907
],
"15": [
22134,
11813
],
"16": [
44268,
23625
],
"17": [
88536,
47249
],
"18": [
177072,
94498
]
} | {
"0": 64697.1392,
"1": 32348.5696,
"2": 16174.2848,
"3": 8087.1424,
"4": 4043.5712,
"5": 2021.7856,
"6": 1010.8928,
"7": 505.4464,
"8": 252.7232,
"9": 126.3616,
"10": 63.1808,
"11": 31.5904,
"12": 15.7952,
"13": 7.8976,
"14": 3.9488,
"15": 1.9744,
"16": 0.9872,
"17": 0.4936,
"18": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 4bece54bc7f8409f48133f54253254c8e474c77319417f3421b0bf49e284b0ac |
3.0.0 | 9.5.0 | 21,979 | 21,979 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
123760,
86633
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
16,
11
],
"5": [
31,
22
],
"6": [
61,
43
],
"7": [
121,
85
],
"8": [
242,
170
],
"9": [
484,
339
],
"10": [
967,
677
],
"11": [
1934,
1354
],
"12": [
3868,
2708
],
"13": [
7735,
5415
],
"14": [
15470,
10830
],
"15": [
30940,
21659
],
"16": [
61880,
43317
],
"17": [
123760,
86633
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | e0b984ebef0640303f085a55d356e8dd |
3.0.0 | 9.5.0 | 16,251 | 16,251 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
108528,
94698
] | 0.493 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
14,
12
],
"5": [
27,
24
],
"6": [
53,
47
],
"7": [
106,
93
],
"8": [
212,
185
],
"9": [
424,
370
],
"10": [
848,
740
],
"11": [
1696,
1480
],
"12": [
3392,
2960
],
"13": [
6783,
5919
],
"14": [
13566,
11838
],
"15": [
27132,
23675
],
"16": [
54264,
47349
],
"17": [
108528,
94698
]
} | {
"0": 32309.248,
"1": 16154.624,
"2": 8077.312,
"3": 4038.656,
"4": 2019.328,
"5": 1009.664,
"6": 504.832,
"7": 252.416,
"8": 126.208,
"9": 63.104,
"10": 31.552,
"11": 15.776,
"12": 7.888,
"13": 3.944,
"14": 1.972,
"15": 0.986,
"16": 0.493,
"17": 0.2465
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 96e427d2c6e397486e4f5935f3833872 |
3.0.0 | 9.5.0 | 19,217 | 19,217 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
118048,
84080
] | 0.493 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
15,
11
],
"5": [
29,
21
],
"6": [
58,
42
],
"7": [
116,
83
],
"8": [
231,
165
],
"9": [
462,
329
],
"10": [
923,
657
],
"11": [
1845,
1314
],
"12": [
3689,
2628
],
"13": [
7378,
5255
],
"14": [
14756,
10510
],
"15": [
29512,
21020
],
"16": [
59024,
42040
],
"17": [
118048,
84080
]
} | {
"0": 32309.248,
"1": 16154.624,
"2": 8077.312,
"3": 4038.656,
"4": 2019.328,
"5": 1009.664,
"6": 504.832,
"7": 252.416,
"8": 126.208,
"9": 63.104,
"10": 31.552,
"11": 15.776,
"12": 7.888,
"13": 3.944,
"14": 1.972,
"15": 0.986,
"16": 0.493,
"17": 0.2465
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 232bf5255be9f0629e0c319fde3fd127 |
3.0.0 | 9.5.0 | 17,303 | 17,303 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
110432,
83752
] | 0.493 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
14,
11
],
"5": [
27,
21
],
"6": [
54,
41
],
"7": [
108,
82
],
"8": [
216,
164
],
"9": [
432,
328
],
"10": [
863,
655
],
"11": [
1726,
1309
],
"12": [
3451,
2618
],
"13": [
6902,
5235
],
"14": [
13804,
10469
],
"15": [
27608,
20938
],
"16": [
55216,
41876
],
"17": [
110432,
83752
]
} | {
"0": 32309.248,
"1": 16154.624,
"2": 8077.312,
"3": 4038.656,
"4": 2019.328,
"5": 1009.664,
"6": 504.832,
"7": 252.416,
"8": 126.208,
"9": 63.104,
"10": 31.552,
"11": 15.776,
"12": 7.888,
"13": 3.944,
"14": 1.972,
"15": 0.986,
"16": 0.493,
"17": 0.2465
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | b3f514e373d4a1abbc6da55668cdd896 |
3.0.0 | 9.5.0 | 11,672 | 11,672 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
85679,
69224
] | 0.496 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
11,
9
],
"5": [
21,
17
],
"6": [
42,
34
],
"7": [
84,
68
],
"8": [
168,
136
],
"9": [
335,
271
],
"10": [
670,
541
],
"11": [
1339,
1082
],
"12": [
2678,
2164
],
"13": [
5355,
4327
],
"14": [
10710,
8653
],
"15": [
21420,
17306
],
"16": [
42840,
34612
],
"17": [
85679,
69224
]
} | {
"0": 32505.856,
"1": 16252.928,
"2": 8126.464,
"3": 4063.232,
"4": 2031.616,
"5": 1015.808,
"6": 507.904,
"7": 253.952,
"8": 126.976,
"9": 63.488,
"10": 31.744,
"11": 15.872,
"12": 7.936,
"13": 3.968,
"14": 1.984,
"15": 0.992,
"16": 0.496,
"17": 0.248
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | e8b3f573642f01aaa12130f81bcf5b8ddd7c130e809834fb7d2c939e96aa8071 |
3.0.0 | 9.5.0 | 24,708 | 24,708 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
111384,
72806
] | 0.493 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
14,
9
],
"5": [
28,
18
],
"6": [
55,
36
],
"7": [
109,
72
],
"8": [
218,
143
],
"9": [
436,
285
],
"10": [
871,
569
],
"11": [
1741,
1138
],
"12": [
3481,
2276
],
"13": [
6962,
4551
],
"14": [
13923,
9101
],
"15": [
27846,
18202
],
"16": [
55692,
36403
],
"17": [
111384,
72806
]
} | {
"0": 32309.248,
"1": 16154.624,
"2": 8077.312,
"3": 4038.656,
"4": 2019.328,
"5": 1009.664,
"6": 504.832,
"7": 252.416,
"8": 126.208,
"9": 63.104,
"10": 31.552,
"11": 15.776,
"12": 7.888,
"13": 3.944,
"14": 1.972,
"15": 0.986,
"16": 0.493,
"17": 0.2465
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 311be48f71856f52ac98d1aca06e1013 |
3.0.0 | 9.5.0 | 29,183 | 29,183 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
116143,
94850
] | 0.496 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
15,
12
],
"5": [
29,
24
],
"6": [
57,
47
],
"7": [
114,
93
],
"8": [
227,
186
],
"9": [
454,
371
],
"10": [
908,
742
],
"11": [
1815,
1483
],
"12": [
3630,
2965
],
"13": [
7259,
5929
],
"14": [
14518,
11857
],
"15": [
29036,
23713
],
"16": [
58072,
47425
],
"17": [
116143,
94850
]
} | {
"0": 32505.856,
"1": 16252.928,
"2": 8126.464,
"3": 4063.232,
"4": 2031.616,
"5": 1015.808,
"6": 507.904,
"7": 253.952,
"8": 126.976,
"9": 63.488,
"10": 31.744,
"11": 15.872,
"12": 7.936,
"13": 3.968,
"14": 1.984,
"15": 0.992,
"16": 0.496,
"17": 0.248
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 64068845d1ccc778694a34090c3a7006 |
3.0.0 | 9.5.0 | 21,467 | 21,467 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
116144,
92834
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
15,
12
],
"5": [
29,
23
],
"6": [
57,
46
],
"7": [
114,
91
],
"8": [
227,
182
],
"9": [
454,
363
],
"10": [
908,
726
],
"11": [
1815,
1451
],
"12": [
3630,
2902
],
"13": [
7259,
5803
],
"14": [
14518,
11605
],
"15": [
29036,
23209
],
"16": [
58072,
46417
],
"17": [
116144,
92834
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 871de9843ea2d157e30ba381a1798c4a |
3.0.0 | 9.5.0 | 15,477 | 15,477 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
107576,
73973
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
14,
10
],
"5": [
27,
19
],
"6": [
53,
37
],
"7": [
106,
73
],
"8": [
211,
145
],
"9": [
421,
289
],
"10": [
841,
578
],
"11": [
1681,
1156
],
"12": [
3362,
2312
],
"13": [
6724,
4624
],
"14": [
13447,
9247
],
"15": [
26894,
18494
],
"16": [
53788,
36987
],
"17": [
107576,
73973
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | bf2e46f799c7d6ccade1d9d054741cbd |
3.0.0 | 9.5.0 | 19,580 | 19,580 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
89488,
82494
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
11,
11
],
"5": [
22,
21
],
"6": [
44,
41
],
"7": [
88,
81
],
"8": [
175,
162
],
"9": [
350,
323
],
"10": [
700,
645
],
"11": [
1399,
1289
],
"12": [
2797,
2578
],
"13": [
5593,
5156
],
"14": [
11186,
10312
],
"15": [
22372,
20624
],
"16": [
44744,
41247
],
"17": [
89488,
82494
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | fd1a85a3bcb66a3f9a753bc1ff0793b0 |
3.0.0 | 9.5.0 | 14,592 | 14,592 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
118048,
92842
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
15,
12
],
"5": [
29,
23
],
"6": [
58,
46
],
"7": [
116,
91
],
"8": [
231,
182
],
"9": [
462,
363
],
"10": [
923,
726
],
"11": [
1845,
1451
],
"12": [
3689,
2902
],
"13": [
7378,
5803
],
"14": [
14756,
11606
],
"15": [
29512,
23211
],
"16": [
59024,
46421
],
"17": [
118048,
92842
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 3da22fd051d97dc5aa235741545c6cd4 |
3.0.0 | 9.5.0 | 3,943 | 3,943 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 15 | 224 | 448 | [
37120,
48896
] | 0.465 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
6
],
"4": [
10,
12
],
"5": [
19,
24
],
"6": [
37,
48
],
"7": [
73,
96
],
"8": [
145,
191
],
"9": [
290,
382
],
"10": [
580,
764
],
"11": [
1160,
1528
],
"12": [
2320,
3056
],
"13": [
4640,
6112
],
"14": [
9280,
12224
],
"15": [
18560,
24448
],
"16": [
37120,
48896
]
} | {
"0": 15237.12,
"1": 7618.56,
"2": 3809.28,
"3": 1904.64,
"4": 952.32,
"5": 476.16,
"6": 238.08,
"7": 119.04,
"8": 59.52,
"9": 29.76,
"10": 14.88,
"11": 7.44,
"12": 3.72,
"13": 1.86,
"14": 0.93,
"15": 0.465,
"16": 0.2325
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 70cbab0944b6e8542d3c227fdbb6e3b7 |
3.0.0 | 9.5.0 | 5,232 | 5,232 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 15 | 224 | 448 | [
49408,
63744
] | 0.465 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
4
],
"3": [
7,
8
],
"4": [
13,
16
],
"5": [
25,
32
],
"6": [
49,
63
],
"7": [
97,
125
],
"8": [
193,
249
],
"9": [
386,
498
],
"10": [
772,
996
],
"11": [
1544,
1992
],
"12": [
3088,
3984
],
"13": [
6176,
7968
],
"14": [
12352,
15936
],
"15": [
24704,
31872
],
"16": [
49408,
63744
]
} | {
"0": 15237.12,
"1": 7618.56,
"2": 3809.28,
"3": 1904.64,
"4": 952.32,
"5": 476.16,
"6": 238.08,
"7": 119.04,
"8": 59.52,
"9": 29.76,
"10": 14.88,
"11": 7.44,
"12": 3.72,
"13": 1.86,
"14": 0.93,
"15": 0.465,
"16": 0.2325
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | beac494873eaec0190b7811643789ebeb008b93f79263ea01cfe1ec2697411f0 |
3.0.0 | 9.5.0 | 7,764 | 7,764 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
87552,
74496
] | 0.465 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
11,
10
],
"5": [
22,
19
],
"6": [
43,
37
],
"7": [
86,
73
],
"8": [
171,
146
],
"9": [
342,
291
],
"10": [
684,
582
],
"11": [
1368,
1164
],
"12": [
2736,
2328
],
"13": [
5472,
4656
],
"14": [
10944,
9312
],
"15": [
21888,
18624
],
"16": [
43776,
37248
],
"17": [
87552,
74496
]
} | {
"0": 30474.24,
"1": 15237.12,
"2": 7618.56,
"3": 3809.28,
"4": 1904.64,
"5": 952.32,
"6": 476.16,
"7": 238.08,
"8": 119.04,
"9": 59.52,
"10": 29.76,
"11": 14.88,
"12": 7.44,
"13": 3.72,
"14": 1.86,
"15": 0.93,
"16": 0.465,
"17": 0.2325
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | b39d62958fbdae04eebc41a2cbc9fd1af9fa248fa8927c5a4f7f1899aac4717c |
3.0.0 | 9.5.0 | 2,168 | 2,168 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 15 | 224 | 448 | [
29440,
51968
] | 0.465 | {
"0": [
1,
1
],
"1": [
1,
2
],
"2": [
2,
4
],
"3": [
4,
7
],
"4": [
8,
13
],
"5": [
15,
26
],
"6": [
29,
51
],
"7": [
58,
102
],
"8": [
115,
203
],
"9": [
230,
406
],
"10": [
460,
812
],
"11": [
920,
1624
],
"12": [
1840,
3248
],
"13": [
3680,
6496
],
"14": [
7360,
12992
],
"15": [
14720,
25984
],
"16": [
29440,
51968
]
} | {
"0": 15237.12,
"1": 7618.56,
"2": 3809.28,
"3": 1904.64,
"4": 952.32,
"5": 476.16,
"6": 238.08,
"7": 119.04,
"8": 59.52,
"9": 29.76,
"10": 14.88,
"11": 7.44,
"12": 3.72,
"13": 1.86,
"14": 0.93,
"15": 0.465,
"16": 0.2325
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 36a1120f2fd21642c1e26c473eac5b25cd786a21030db40e7dc77c574814bd33 |
3.0.0 | 9.5.0 | 2,743 | 2,743 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 15 | 224 | 448 | [
37120,
49920
] | 0.465 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
4
],
"3": [
5,
7
],
"4": [
10,
13
],
"5": [
19,
25
],
"6": [
37,
49
],
"7": [
73,
98
],
"8": [
145,
195
],
"9": [
290,
390
],
"10": [
580,
780
],
"11": [
1160,
1560
],
"12": [
2320,
3120
],
"13": [
4640,
6240
],
"14": [
9280,
12480
],
"15": [
18560,
24960
],
"16": [
37120,
49920
]
} | {
"0": 15237.12,
"1": 7618.56,
"2": 3809.28,
"3": 1904.64,
"4": 952.32,
"5": 476.16,
"6": 238.08,
"7": 119.04,
"8": 59.52,
"9": 29.76,
"10": 14.88,
"11": 7.44,
"12": 3.72,
"13": 1.86,
"14": 0.93,
"15": 0.465,
"16": 0.2325
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | cd6bb0891d7f952c43d4a744aa1112c56817c42fce4db63b99341c538b386193 |
3.0.0 | 9.5.0 | 12,402 | 12,402 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
60928,
71234
] | 0.4936 | {
"0": [
1,
1
],
"1": [
1,
2
],
"2": [
2,
3
],
"3": [
4,
5
],
"4": [
8,
9
],
"5": [
15,
18
],
"6": [
30,
35
],
"7": [
60,
70
],
"8": [
119,
140
],
"9": [
238,
279
],
"10": [
476,
557
],
"11": [
952,
1114
],
"12": [
1904,
2227
],
"13": [
3808,
4453
],
"14": [
7616,
8905
],
"15": [
15232,
17809
],
"16": [
30464,
35617
],
"17": [
60928,
71234
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 745dac93cd0c57ce0dd8c7562c6fffedff64b2ffff89bc329919a2e7054373d4 |
3.0.0 | 9.5.0 | 12,316 | 12,316 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
59976,
67617
] | 0.4936 | {
"0": [
1,
1
],
"1": [
1,
2
],
"2": [
2,
3
],
"3": [
4,
5
],
"4": [
8,
9
],
"5": [
15,
17
],
"6": [
30,
34
],
"7": [
59,
67
],
"8": [
118,
133
],
"9": [
235,
265
],
"10": [
469,
529
],
"11": [
938,
1057
],
"12": [
1875,
2114
],
"13": [
3749,
4227
],
"14": [
7497,
8453
],
"15": [
14994,
16905
],
"16": [
29988,
33809
],
"17": [
59976,
67617
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | b83712a9c309247f80518d8aca4400100ee5396f7d28b2ec19287a547e3c5ee5 |
3.0.0 | 9.5.0 | 9,218 | 9,218 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
70448,
52609
] | 0.4936 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
4
],
"4": [
9,
7
],
"5": [
18,
13
],
"6": [
35,
26
],
"7": [
69,
52
],
"8": [
138,
103
],
"9": [
276,
206
],
"10": [
551,
412
],
"11": [
1101,
823
],
"12": [
2202,
1645
],
"13": [
4403,
3289
],
"14": [
8806,
6577
],
"15": [
17612,
13153
],
"16": [
35224,
26305
],
"17": [
70448,
52609
]
} | {
"0": 32348.5696,
"1": 16174.2848,
"2": 8087.1424,
"3": 4043.5712,
"4": 2021.7856,
"5": 1010.8928,
"6": 505.4464,
"7": 252.7232,
"8": 126.3616,
"9": 63.1808,
"10": 31.5904,
"11": 15.7952,
"12": 7.8976,
"13": 3.9488,
"14": 1.9744,
"15": 0.9872,
"16": 0.4936,
"17": 0.2468
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 825ac1bbc9ff7b456d7cd5badfd93f70b795462e4c7db2838e5be8b735e59c2f |
3.0.0 | 9.5.0 | 24,861 | 24,861 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
88536,
95047
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
11,
12
],
"5": [
22,
24
],
"6": [
44,
47
],
"7": [
87,
93
],
"8": [
173,
186
],
"9": [
346,
372
],
"10": [
692,
743
],
"11": [
1384,
1486
],
"12": [
2767,
2971
],
"13": [
5534,
5941
],
"14": [
11067,
11881
],
"15": [
22134,
23762
],
"16": [
44268,
47524
],
"17": [
88536,
95047
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 63aea5a7f9a88a84225d37499130b237 |
3.0.0 | 9.5.0 | 6,687 | 6,687 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
76160,
56510
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
4
],
"4": [
10,
7
],
"5": [
19,
14
],
"6": [
38,
28
],
"7": [
75,
56
],
"8": [
149,
111
],
"9": [
298,
221
],
"10": [
595,
442
],
"11": [
1190,
883
],
"12": [
2380,
1766
],
"13": [
4760,
3532
],
"14": [
9520,
7064
],
"15": [
19040,
14128
],
"16": [
38080,
28255
],
"17": [
76160,
56510
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 50ae56e08667848843866e1cdf45e85de930490151f2652446933d0f816ff9b5 |
3.0.0 | 9.5.0 | 13,640 | 13,640 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
72352,
70208
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
5
],
"4": [
9,
9
],
"5": [
18,
18
],
"6": [
36,
35
],
"7": [
71,
69
],
"8": [
142,
138
],
"9": [
283,
275
],
"10": [
566,
549
],
"11": [
1131,
1097
],
"12": [
2261,
2194
],
"13": [
4522,
4388
],
"14": [
9044,
8776
],
"15": [
18088,
17552
],
"16": [
36176,
35104
],
"17": [
72352,
70208
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 25d07d5a79ed13c5f28569ef5443ec32e6a7c2b6f7bf5d103ef80ce7633b9782 |
3.0.0 | 9.5.0 | 19,827 | 19,827 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
107576,
93795
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
14,
12
],
"5": [
27,
23
],
"6": [
53,
46
],
"7": [
106,
92
],
"8": [
211,
184
],
"9": [
421,
367
],
"10": [
841,
733
],
"11": [
1681,
1466
],
"12": [
3362,
2932
],
"13": [
6724,
5863
],
"14": [
13447,
11725
],
"15": [
26894,
23449
],
"16": [
53788,
46898
],
"17": [
107576,
93795
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 2f3c9ff7cf264583bfb64eda22accfe4 |
3.0.0 | 9.5.0 | 17,223 | 17,223 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
93296,
82012
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
12,
11
],
"5": [
23,
21
],
"6": [
46,
41
],
"7": [
92,
81
],
"8": [
183,
161
],
"9": [
365,
321
],
"10": [
729,
641
],
"11": [
1458,
1282
],
"12": [
2916,
2563
],
"13": [
5831,
5126
],
"14": [
11662,
10252
],
"15": [
23324,
20503
],
"16": [
46648,
41006
],
"17": [
93296,
82012
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 80532a9e9fb95ff9f76c786e6e1e14e9 |
3.0.0 | 9.5.0 | 16,463 | 16,463 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
89487,
84141
] | 0.496 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
11,
11
],
"5": [
22,
21
],
"6": [
44,
42
],
"7": [
88,
83
],
"8": [
175,
165
],
"9": [
350,
329
],
"10": [
700,
658
],
"11": [
1399,
1315
],
"12": [
2797,
2630
],
"13": [
5593,
5259
],
"14": [
11186,
10518
],
"15": [
22372,
21036
],
"16": [
44744,
42071
],
"17": [
89487,
84141
]
} | {
"0": 32505.856,
"1": 16252.928,
"2": 8126.464,
"3": 4063.232,
"4": 2031.616,
"5": 1015.808,
"6": 507.904,
"7": 253.952,
"8": 126.976,
"9": 63.488,
"10": 31.744,
"11": 15.872,
"12": 7.936,
"13": 3.968,
"14": 1.984,
"15": 0.992,
"16": 0.496,
"17": 0.248
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 62c928c26d9d7168d5d4250ab42b5a88 |
3.0.0 | 9.5.0 | 13,840 | 13,840 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
111383,
65025
] | 0.496 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
4,
2
],
"3": [
7,
4
],
"4": [
14,
8
],
"5": [
28,
16
],
"6": [
55,
32
],
"7": [
109,
64
],
"8": [
218,
128
],
"9": [
436,
255
],
"10": [
871,
509
],
"11": [
1741,
1017
],
"12": [
3481,
2033
],
"13": [
6962,
4065
],
"14": [
13923,
8129
],
"15": [
27846,
16257
],
"16": [
55692,
32513
],
"17": [
111383,
65025
]
} | {
"0": 32505.856,
"1": 16252.928,
"2": 8126.464,
"3": 4063.232,
"4": 2031.616,
"5": 1015.808,
"6": 507.904,
"7": 253.952,
"8": 126.976,
"9": 63.488,
"10": 31.744,
"11": 15.872,
"12": 7.936,
"13": 3.968,
"14": 1.984,
"15": 0.992,
"16": 0.496,
"17": 0.248
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 7c5969638426e753ef773e3fb512f388fd66f8e1d68cf344b912745835a0739e |
3.0.0 | 9.5.0 | 15,339 | 15,339 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
80919,
79208
] | 0.496 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
5,
5
],
"4": [
10,
10
],
"5": [
20,
20
],
"6": [
40,
39
],
"7": [
80,
78
],
"8": [
159,
155
],
"9": [
317,
310
],
"10": [
633,
619
],
"11": [
1265,
1238
],
"12": [
2529,
2476
],
"13": [
5058,
4951
],
"14": [
10115,
9901
],
"15": [
20230,
19802
],
"16": [
40460,
39604
],
"17": [
80919,
79208
]
} | {
"0": 32505.856,
"1": 16252.928,
"2": 8126.464,
"3": 4063.232,
"4": 2031.616,
"5": 1015.808,
"6": 507.904,
"7": 253.952,
"8": 126.976,
"9": 63.488,
"10": 31.744,
"11": 15.872,
"12": 7.936,
"13": 3.968,
"14": 1.984,
"15": 0.992,
"16": 0.496,
"17": 0.248
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 02edda831ff2350fd680c8d13bfd0c79a6385280584a6b6b4c1d66d1d663fac9 |
3.0.0 | 9.5.0 | 19,836 | 19,836 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
99589,
75830
] | 0.497 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
13,
10
],
"5": [
25,
19
],
"6": [
49,
38
],
"7": [
98,
75
],
"8": [
195,
149
],
"9": [
390,
297
],
"10": [
779,
593
],
"11": [
1557,
1185
],
"12": [
3113,
2370
],
"13": [
6225,
4740
],
"14": [
12449,
9479
],
"15": [
24898,
18958
],
"16": [
49795,
37915
],
"17": [
99589,
75830
]
} | {
"0": 32571.392,
"1": 16285.696,
"2": 8142.848,
"3": 4071.424,
"4": 2035.712,
"5": 1017.856,
"6": 508.928,
"7": 254.464,
"8": 127.232,
"9": 63.616,
"10": 31.808,
"11": 15.904,
"12": 7.952,
"13": 3.976,
"14": 1.988,
"15": 0.994,
"16": 0.497,
"17": 0.2485
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | e0c8c361b1794a13b2ed46026a89f290 |
3.0.0 | 9.5.0 | 18,274 | 18,274 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
101504,
70205
] | 0.497 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
5
],
"4": [
13,
9
],
"5": [
25,
18
],
"6": [
50,
35
],
"7": [
100,
69
],
"8": [
199,
138
],
"9": [
397,
275
],
"10": [
793,
549
],
"11": [
1586,
1097
],
"12": [
3172,
2194
],
"13": [
6344,
4388
],
"14": [
12688,
8776
],
"15": [
25376,
17552
],
"16": [
50752,
35103
],
"17": [
101504,
70205
]
} | {
"0": 32571.392,
"1": 16285.696,
"2": 8142.848,
"3": 4071.424,
"4": 2035.712,
"5": 1017.856,
"6": 508.928,
"7": 254.464,
"8": 127.232,
"9": 63.616,
"10": 31.808,
"11": 15.904,
"12": 7.952,
"13": 3.976,
"14": 1.988,
"15": 0.994,
"16": 0.497,
"17": 0.2485
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | aa88308be0959d95d2cd99225acf44341197981a22bedb81e372420b2a9bc4f3 |
3.0.0 | 9.5.0 | 12,709 | 12,709 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
88536,
77369
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
11,
10
],
"5": [
22,
19
],
"6": [
44,
38
],
"7": [
87,
76
],
"8": [
173,
152
],
"9": [
346,
303
],
"10": [
692,
605
],
"11": [
1384,
1209
],
"12": [
2767,
2418
],
"13": [
5534,
4836
],
"14": [
11067,
9672
],
"15": [
22134,
19343
],
"16": [
44268,
38685
],
"17": [
88536,
77369
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 5c8dad94e5727701da3d421ab663187d |
3.0.0 | 9.5.0 | 12,072 | 12,072 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
77112,
63288
] | 0.4912 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
4
],
"4": [
10,
8
],
"5": [
19,
16
],
"6": [
38,
31
],
"7": [
76,
62
],
"8": [
151,
124
],
"9": [
302,
248
],
"10": [
603,
495
],
"11": [
1205,
989
],
"12": [
2410,
1978
],
"13": [
4820,
3956
],
"14": [
9639,
7911
],
"15": [
19278,
15822
],
"16": [
38556,
31644
],
"17": [
77112,
63288
]
} | {
"0": 32191.2832,
"1": 16095.6416,
"2": 8047.8208,
"3": 4023.9104,
"4": 2011.9552,
"5": 1005.9776,
"6": 502.9888,
"7": 251.4944,
"8": 125.7472,
"9": 62.8736,
"10": 31.4368,
"11": 15.7184,
"12": 7.8592,
"13": 3.9296,
"14": 1.9648,
"15": 0.9824,
"16": 0.4912,
"17": 0.2456
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | ce089256a9a35737da21300e58ea2df2ece78942fad0650cbe40a69bd5c42bda |
3.0.0 | 9.5.0 | 10,687 | 10,687 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
81672,
48143
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
3
],
"4": [
10,
6
],
"5": [
20,
12
],
"6": [
40,
24
],
"7": [
80,
48
],
"8": [
160,
95
],
"9": [
320,
189
],
"10": [
639,
377
],
"11": [
1277,
753
],
"12": [
2553,
1505
],
"13": [
5105,
3009
],
"14": [
10209,
6018
],
"15": [
20418,
12036
],
"16": [
40836,
24072
],
"17": [
81672,
48143
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | bd4d179e33801191d28e797f277b13382a01f9ffa148284ab1a2d2f5dee9341e |
3.0.0 | 9.5.0 | 7,295 | 7,295 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
63744,
73029
] | 0.505 | {
"0": [
1,
1
],
"1": [
1,
2
],
"2": [
2,
3
],
"3": [
4,
5
],
"4": [
8,
9
],
"5": [
16,
18
],
"6": [
32,
36
],
"7": [
63,
72
],
"8": [
125,
143
],
"9": [
249,
286
],
"10": [
498,
571
],
"11": [
996,
1142
],
"12": [
1992,
2283
],
"13": [
3984,
4565
],
"14": [
7968,
9129
],
"15": [
15936,
18258
],
"16": [
31872,
36515
],
"17": [
63744,
73029
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | b2d12a2ee15e943641047ef55a1add8f8e4366a3b93b64aa5f9bd36ca73aa649 |
3.0.0 | 9.5.0 | 11,107 | 11,107 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
63744,
71097
] | 0.505 | {
"0": [
1,
1
],
"1": [
1,
2
],
"2": [
2,
3
],
"3": [
4,
5
],
"4": [
8,
9
],
"5": [
16,
18
],
"6": [
32,
35
],
"7": [
63,
70
],
"8": [
125,
139
],
"9": [
249,
278
],
"10": [
498,
556
],
"11": [
996,
1111
],
"12": [
1992,
2222
],
"13": [
3984,
4444
],
"14": [
7968,
8888
],
"15": [
15936,
17775
],
"16": [
31872,
35549
],
"17": [
63744,
71097
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | d3424a0e3fa4e10db7061b45817c0886e131b50cf7bb9c7506e88303e658a11c |
3.0.0 | 9.5.0 | 6,373 | 6,373 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 15 | 224 | 448 | [
63744,
45049
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
16,
11
],
"5": [
32,
22
],
"6": [
63,
44
],
"7": [
125,
88
],
"8": [
249,
176
],
"9": [
498,
352
],
"10": [
996,
704
],
"11": [
1992,
1408
],
"12": [
3984,
2816
],
"13": [
7968,
5632
],
"14": [
15936,
11263
],
"15": [
31872,
22525
],
"16": [
63744,
45049
]
} | {
"0": 16547.84,
"1": 8273.92,
"2": 4136.96,
"3": 2068.48,
"4": 1034.24,
"5": 517.12,
"6": 258.56,
"7": 129.28,
"8": 64.64,
"9": 32.32,
"10": 16.16,
"11": 8.08,
"12": 4.04,
"13": 2.02,
"14": 1.01,
"15": 0.505,
"16": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | af48dc2496319a5786c149ba66a96f3e |
3.0.0 | 9.5.0 | 15,934 | 15,934 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
115536,
71686
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
5
],
"4": [
15,
9
],
"5": [
29,
18
],
"6": [
57,
36
],
"7": [
113,
71
],
"8": [
226,
141
],
"9": [
452,
281
],
"10": [
903,
561
],
"11": [
1806,
1121
],
"12": [
3611,
2241
],
"13": [
7221,
4481
],
"14": [
14442,
8961
],
"15": [
28884,
17922
],
"16": [
57768,
35843
],
"17": [
115536,
71686
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 91ad228baa35dd563ba69653db0a9758 |
3.0.0 | 9.5.0 | 21,941 | 21,941 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
95616,
81454
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
12,
10
],
"5": [
24,
20
],
"6": [
47,
40
],
"7": [
94,
80
],
"8": [
187,
160
],
"9": [
374,
319
],
"10": [
747,
637
],
"11": [
1494,
1273
],
"12": [
2988,
2546
],
"13": [
5976,
5091
],
"14": [
11952,
10182
],
"15": [
23904,
20364
],
"16": [
47808,
40727
],
"17": [
95616,
81454
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 2d214685586864758af4c0f466d2e9b6 |
3.0.0 | 9.5.0 | 22,199 | 22,199 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
97608,
86281
] | 0.505 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
6
],
"4": [
12,
11
],
"5": [
24,
22
],
"6": [
48,
43
],
"7": [
96,
85
],
"8": [
191,
169
],
"9": [
382,
338
],
"10": [
763,
675
],
"11": [
1526,
1349
],
"12": [
3051,
2697
],
"13": [
6101,
5393
],
"14": [
12201,
10786
],
"15": [
24402,
21571
],
"16": [
48804,
43141
],
"17": [
97608,
86281
]
} | {
"0": 33095.68,
"1": 16547.84,
"2": 8273.92,
"3": 4136.96,
"4": 2068.48,
"5": 1034.24,
"6": 517.12,
"7": 258.56,
"8": 129.28,
"9": 64.64,
"10": 32.32,
"11": 16.16,
"12": 8.08,
"13": 4.04,
"14": 2.02,
"15": 1.01,
"16": 0.505,
"17": 0.2525
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | e59e724abb68e15f7a163319b1008de5 |
3.0.0 | 9.5.0 | 2,669 | 2,669 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
130576,
34214
] | 0.501 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
4,
2
],
"3": [
8,
3
],
"4": [
16,
5
],
"5": [
32,
9
],
"6": [
64,
17
],
"7": [
128,
34
],
"8": [
256,
67
],
"9": [
511,
134
],
"10": [
1021,
268
],
"11": [
2041,
535
],
"12": [
4081,
1070
],
"13": [
8161,
2139
],
"14": [
16322,
4277
],
"15": [
32644,
8554
],
"16": [
65288,
17107
],
"17": [
130576,
34214
]
} | {
"0": 32833.536,
"1": 16416.768,
"2": 8208.384,
"3": 4104.192,
"4": 2052.096,
"5": 1026.048,
"6": 513.024,
"7": 256.512,
"8": 128.256,
"9": 64.128,
"10": 32.064,
"11": 16.032,
"12": 8.016,
"13": 4.008,
"14": 2.004,
"15": 1.002,
"16": 0.501,
"17": 0.2505
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | ad602690583ffef93cd25df7053d56865c927733e70c583a5040a436c9ee477e |
3.0.0 | 9.5.0 | 17,016 | 17,016 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
148818,
70054
] | 0.501 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
3
],
"4": [
10,
5
],
"5": [
19,
9
],
"6": [
37,
18
],
"7": [
73,
35
],
"8": [
146,
69
],
"9": [
291,
137
],
"10": [
582,
274
],
"11": [
1163,
548
],
"12": [
2326,
1095
],
"13": [
4651,
2190
],
"14": [
9302,
4379
],
"15": [
18603,
8757
],
"16": [
37205,
17514
],
"17": [
74409,
35027
],
"18": [
148818,
70054
]
} | {
"0": 65667.072,
"1": 32833.536,
"2": 16416.768,
"3": 8208.384,
"4": 4104.192,
"5": 2052.096,
"6": 1026.048,
"7": 513.024,
"8": 256.512,
"9": 128.256,
"10": 64.128,
"11": 32.064,
"12": 16.032,
"13": 8.016,
"14": 4.008,
"15": 2.004,
"16": 1.002,
"17": 0.501,
"18": 0.2505
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 9f97ea34f1547c114e34030d88af29b813bed5be57f40aa0804ec53c3456812f |
3.0.0 | 9.5.0 | 7,584 | 7,584 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
120015,
44347
] | 0.501 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
4,
2
],
"3": [
8,
3
],
"4": [
15,
6
],
"5": [
30,
11
],
"6": [
59,
22
],
"7": [
118,
44
],
"8": [
235,
87
],
"9": [
469,
174
],
"10": [
938,
347
],
"11": [
1876,
693
],
"12": [
3751,
1386
],
"13": [
7501,
2772
],
"14": [
15002,
5544
],
"15": [
30004,
11087
],
"16": [
60008,
22174
],
"17": [
120015,
44347
]
} | {
"0": 32833.536,
"1": 16416.768,
"2": 8208.384,
"3": 4104.192,
"4": 2052.096,
"5": 1026.048,
"6": 513.024,
"7": 256.512,
"8": 128.256,
"9": 64.128,
"10": 32.064,
"11": 16.032,
"12": 8.016,
"13": 4.008,
"14": 2.004,
"15": 1.002,
"16": 0.501,
"17": 0.2505
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | c14ed5564e9a7deba300e25dbb82a64c1716d4afd5f6ed9a40f6f453a0a10977 |
3.0.0 | 9.5.0 | 11,328 | 11,328 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
142799,
39348
] | 0.4944 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
1
],
"3": [
5,
2
],
"4": [
9,
3
],
"5": [
18,
5
],
"6": [
35,
10
],
"7": [
70,
20
],
"8": [
140,
39
],
"9": [
279,
77
],
"10": [
558,
154
],
"11": [
1116,
308
],
"12": [
2232,
615
],
"13": [
4463,
1230
],
"14": [
8925,
2460
],
"15": [
17850,
4919
],
"16": [
35700,
9837
],
"17": [
71400,
19674
],
"18": [
142799,
39348
]
} | {
"0": 64801.9968,
"1": 32400.9984,
"2": 16200.4992,
"3": 8100.2496,
"4": 4050.1248,
"5": 2025.0624,
"6": 1012.5312,
"7": 506.2656,
"8": 253.1328,
"9": 126.5664,
"10": 63.2832,
"11": 31.6416,
"12": 15.8208,
"13": 7.9104,
"14": 3.9552,
"15": 1.9776,
"16": 0.9888,
"17": 0.4944,
"18": 0.2472
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 6cdbf48886baa7a728bc779218e33a5ef8dfd46f6cb37eed6a635345becc95f0 |
3.0.0 | 9.5.0 | 27,155 | 27,155 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
197063,
70199
] | 0.4944 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
4,
2
],
"3": [
7,
3
],
"4": [
13,
5
],
"5": [
25,
9
],
"6": [
49,
18
],
"7": [
97,
35
],
"8": [
193,
69
],
"9": [
385,
138
],
"10": [
770,
275
],
"11": [
1540,
549
],
"12": [
3080,
1097
],
"13": [
6159,
2194
],
"14": [
12317,
4388
],
"15": [
24633,
8775
],
"16": [
49266,
17550
],
"17": [
98532,
35100
],
"18": [
197063,
70199
]
} | {
"0": 64801.9968,
"1": 32400.9984,
"2": 16200.4992,
"3": 8100.2496,
"4": 4050.1248,
"5": 2025.0624,
"6": 1012.5312,
"7": 506.2656,
"8": 253.1328,
"9": 126.5664,
"10": 63.2832,
"11": 31.6416,
"12": 15.8208,
"13": 7.9104,
"14": 3.9552,
"15": 1.9776,
"16": 0.9888,
"17": 0.4944,
"18": 0.2472
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | d6b8d477d3b84b6d1bec3b7321de138275b3e9718701019636ad75409687731b |
3.0.0 | 9.5.0 | 18,525 | 18,525 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
171359,
73678
] | 0.496 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
6,
3
],
"4": [
11,
5
],
"5": [
21,
9
],
"6": [
42,
18
],
"7": [
84,
36
],
"8": [
168,
72
],
"9": [
335,
144
],
"10": [
670,
288
],
"11": [
1339,
576
],
"12": [
2678,
1152
],
"13": [
5355,
2303
],
"14": [
10710,
4605
],
"15": [
21420,
9210
],
"16": [
42840,
18420
],
"17": [
85680,
36839
],
"18": [
171359,
73678
]
} | {
"0": 65011.712,
"1": 32505.856,
"2": 16252.928,
"3": 8126.464,
"4": 4063.232,
"5": 2031.616,
"6": 1015.808,
"7": 507.904,
"8": 253.952,
"9": 126.976,
"10": 63.488,
"11": 31.744,
"12": 15.872,
"13": 7.936,
"14": 3.968,
"15": 1.984,
"16": 0.992,
"17": 0.496,
"18": 0.248
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | eac1038871ba34def188264f3564e8bc373f4e0bdf50154dc7550d0d7369a7fa |
3.0.0 | 9.5.0 | 10,102 | 10,102 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
141847,
54774
] | 0.4944 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
1
],
"3": [
5,
2
],
"4": [
9,
4
],
"5": [
18,
7
],
"6": [
35,
14
],
"7": [
70,
27
],
"8": [
139,
54
],
"9": [
278,
107
],
"10": [
555,
214
],
"11": [
1109,
428
],
"12": [
2217,
856
],
"13": [
4433,
1712
],
"14": [
8866,
3424
],
"15": [
17731,
6847
],
"16": [
35462,
13694
],
"17": [
70924,
27387
],
"18": [
141847,
54774
]
} | {
"0": 64801.9968,
"1": 32400.9984,
"2": 16200.4992,
"3": 8100.2496,
"4": 4050.1248,
"5": 2025.0624,
"6": 1012.5312,
"7": 506.2656,
"8": 253.1328,
"9": 126.5664,
"10": 63.2832,
"11": 31.6416,
"12": 15.8208,
"13": 7.9104,
"14": 3.9552,
"15": 1.9776,
"16": 0.9888,
"17": 0.4944,
"18": 0.2472
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | c33abcbb884b9ac94e6d705ae4cc6eaa577faca7ff1b64976b153e4ca0452f91 |
3.0.0 | 9.5.0 | 20,253 | 20,253 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
156127,
65395
] | 0.4944 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
1
],
"3": [
5,
2
],
"4": [
10,
4
],
"5": [
20,
8
],
"6": [
39,
16
],
"7": [
77,
32
],
"8": [
153,
64
],
"9": [
305,
128
],
"10": [
610,
256
],
"11": [
1220,
511
],
"12": [
2440,
1022
],
"13": [
4879,
2044
],
"14": [
9758,
4088
],
"15": [
19516,
8175
],
"16": [
39032,
16349
],
"17": [
78064,
32698
],
"18": [
156127,
65395
]
} | {
"0": 64801.9968,
"1": 32400.9984,
"2": 16200.4992,
"3": 8100.2496,
"4": 4050.1248,
"5": 2025.0624,
"6": 1012.5312,
"7": 506.2656,
"8": 253.1328,
"9": 126.5664,
"10": 63.2832,
"11": 31.6416,
"12": 15.8208,
"13": 7.9104,
"14": 3.9552,
"15": 1.9776,
"16": 0.9888,
"17": 0.4944,
"18": 0.2472
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 70e8756f5cf4e7409fa8c0658aa9070bb29c895670f0d336e61414eddee3d7c3 |
3.0.0 | 9.5.0 | 16,702 | 16,702 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
115535,
66351
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
5
],
"4": [
15,
9
],
"5": [
29,
17
],
"6": [
57,
33
],
"7": [
113,
65
],
"8": [
226,
130
],
"9": [
452,
260
],
"10": [
903,
519
],
"11": [
1806,
1037
],
"12": [
3611,
2074
],
"13": [
7221,
4147
],
"14": [
14442,
8294
],
"15": [
28884,
16588
],
"16": [
57768,
33176
],
"17": [
115535,
66351
]
} | {
"0": 33121.8944,
"1": 16560.9472,
"2": 8280.4736,
"3": 4140.2368,
"4": 2070.1184,
"5": 1035.0592,
"6": 517.5296,
"7": 258.7648,
"8": 129.3824,
"9": 64.6912,
"10": 32.3456,
"11": 16.1728,
"12": 8.0864,
"13": 4.0432,
"14": 2.0216,
"15": 1.0108,
"16": 0.5054,
"17": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | a818bdc251645a87cfcb91c7b5da2abc |
3.0.0 | 9.5.0 | 19,352 | 19,352 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
105575,
84121
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
13,
11
],
"5": [
26,
21
],
"6": [
52,
42
],
"7": [
104,
83
],
"8": [
207,
165
],
"9": [
413,
329
],
"10": [
825,
658
],
"11": [
1650,
1315
],
"12": [
3300,
2629
],
"13": [
6599,
5258
],
"14": [
13197,
10516
],
"15": [
26394,
21031
],
"16": [
52788,
42061
],
"17": [
105575,
84121
]
} | {
"0": 33121.8944,
"1": 16560.9472,
"2": 8280.4736,
"3": 4140.2368,
"4": 2070.1184,
"5": 1035.0592,
"6": 517.5296,
"7": 258.7648,
"8": 129.3824,
"9": 64.6912,
"10": 32.3456,
"11": 16.1728,
"12": 8.0864,
"13": 4.0432,
"14": 2.0216,
"15": 1.0108,
"16": 0.5054,
"17": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 32c953432eeeef66f45fef74b00b7343 |
3.0.0 | 9.5.0 | 19,354 | 19,354 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
109559,
84910
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
14,
11
],
"5": [
27,
21
],
"6": [
54,
42
],
"7": [
107,
83
],
"8": [
214,
166
],
"9": [
428,
332
],
"10": [
856,
664
],
"11": [
1712,
1327
],
"12": [
3424,
2654
],
"13": [
6848,
5307
],
"14": [
13695,
10614
],
"15": [
27390,
21228
],
"16": [
54780,
42455
],
"17": [
109559,
84910
]
} | {
"0": 33121.8944,
"1": 16560.9472,
"2": 8280.4736,
"3": 4140.2368,
"4": 2070.1184,
"5": 1035.0592,
"6": 517.5296,
"7": 258.7648,
"8": 129.3824,
"9": 64.6912,
"10": 32.3456,
"11": 16.1728,
"12": 8.0864,
"13": 4.0432,
"14": 2.0216,
"15": 1.0108,
"16": 0.5054,
"17": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | d8d64dadf91ed5c2a8d348ef32bdb638 |
3.0.0 | 9.5.0 | 15,341 | 15,341 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
93623,
63206
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
6,
4
],
"4": [
12,
8
],
"5": [
23,
16
],
"6": [
46,
31
],
"7": [
92,
62
],
"8": [
183,
124
],
"9": [
366,
247
],
"10": [
732,
494
],
"11": [
1463,
988
],
"12": [
2926,
1976
],
"13": [
5852,
3951
],
"14": [
11703,
7901
],
"15": [
23406,
15802
],
"16": [
46812,
31603
],
"17": [
93623,
63206
]
} | {
"0": 33121.8944,
"1": 16560.9472,
"2": 8280.4736,
"3": 4140.2368,
"4": 2070.1184,
"5": 1035.0592,
"6": 517.5296,
"7": 258.7648,
"8": 129.3824,
"9": 64.6912,
"10": 32.3456,
"11": 16.1728,
"12": 8.0864,
"13": 4.0432,
"14": 2.0216,
"15": 1.0108,
"16": 0.5054,
"17": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 4320b6403706e5b71998240e242c9616149a444e47697d03f679bc0d200d375f |
3.0.0 | 9.5.0 | 30,161 | 30,161 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
99599,
94592
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
7,
6
],
"4": [
13,
12
],
"5": [
25,
24
],
"6": [
49,
47
],
"7": [
98,
93
],
"8": [
195,
185
],
"9": [
390,
370
],
"10": [
779,
739
],
"11": [
1557,
1478
],
"12": [
3113,
2956
],
"13": [
6225,
5912
],
"14": [
12450,
11824
],
"15": [
24900,
23648
],
"16": [
49800,
47296
],
"17": [
99599,
94592
]
} | {
"0": 33121.8944,
"1": 16560.9472,
"2": 8280.4736,
"3": 4140.2368,
"4": 2070.1184,
"5": 1035.0592,
"6": 517.5296,
"7": 258.7648,
"8": 129.3824,
"9": 64.6912,
"10": 32.3456,
"11": 16.1728,
"12": 8.0864,
"13": 4.0432,
"14": 2.0216,
"15": 1.0108,
"16": 0.5054,
"17": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 71b7331dcced632af45bcda597cf9121 |
3.0.0 | 9.5.0 | 15,787 | 15,787 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
85655,
77328
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
3,
3
],
"3": [
6,
5
],
"4": [
11,
10
],
"5": [
21,
19
],
"6": [
42,
38
],
"7": [
84,
76
],
"8": [
168,
152
],
"9": [
335,
303
],
"10": [
670,
605
],
"11": [
1339,
1209
],
"12": [
2677,
2417
],
"13": [
5354,
4833
],
"14": [
10707,
9666
],
"15": [
21414,
19332
],
"16": [
42828,
38664
],
"17": [
85655,
77328
]
} | {
"0": 33121.8944,
"1": 16560.9472,
"2": 8280.4736,
"3": 4140.2368,
"4": 2070.1184,
"5": 1035.0592,
"6": 517.5296,
"7": 258.7648,
"8": 129.3824,
"9": 64.6912,
"10": 32.3456,
"11": 16.1728,
"12": 8.0864,
"13": 4.0432,
"14": 2.0216,
"15": 1.0108,
"16": 0.5054,
"17": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 8332416d9e7d6355d4f3d315cf58d45c08df6707c3836244266c47e34166cc67 |
3.0.0 | 9.5.0 | 31,415 | 31,415 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 17 | 224 | 448 | [
137447,
87413
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
1
],
"2": [
3,
2
],
"3": [
5,
3
],
"4": [
9,
6
],
"5": [
17,
11
],
"6": [
34,
22
],
"7": [
68,
43
],
"8": [
135,
86
],
"9": [
269,
171
],
"10": [
537,
342
],
"11": [
1074,
683
],
"12": [
2148,
1366
],
"13": [
4296,
2732
],
"14": [
8591,
5464
],
"15": [
17181,
10927
],
"16": [
34362,
21854
],
"17": [
68724,
43707
],
"18": [
137447,
87413
]
} | {
"0": 66243.7888,
"1": 33121.8944,
"2": 16560.9472,
"3": 8280.4736,
"4": 4140.2368,
"5": 2070.1184,
"6": 1035.0592,
"7": 517.5296,
"8": 258.7648,
"9": 129.3824,
"10": 64.6912,
"11": 32.3456,
"12": 16.1728,
"13": 8.0864,
"14": 4.0432,
"15": 2.0216,
"16": 1.0108,
"17": 0.5054,
"18": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | 8dc73dcf6434bd001061994e2497de869fe2a41627cd145a1426f98236fecb56 |
3.0.0 | 9.5.0 | 17,762 | 17,762 | {
"mode": "random",
"seed": 0
} | {
"name": "BUNet",
"dilatation": 1,
"threshold": 0.5
} | WideResNetCOAD | 16 | 224 | 448 | [
121511,
92982
] | 0.5054 | {
"0": [
1,
1
],
"1": [
2,
2
],
"2": [
4,
3
],
"3": [
8,
6
],
"4": [
15,
12
],
"5": [
30,
23
],
"6": [
60,
46
],
"7": [
119,
91
],
"8": [
238,
182
],
"9": [
475,
364
],
"10": [
950,
727
],
"11": [
1899,
1453
],
"12": [
3798,
2906
],
"13": [
7595,
5812
],
"14": [
15189,
11623
],
"15": [
30378,
23246
],
"16": [
60756,
46491
],
"17": [
121511,
92982
]
} | {
"0": 33121.8944,
"1": 16560.9472,
"2": 8280.4736,
"3": 4140.2368,
"4": 2070.1184,
"5": 1035.0592,
"6": 517.5296,
"7": 258.7648,
"8": 129.3824,
"9": 64.6912,
"10": 32.3456,
"11": 16.1728,
"12": 8.0864,
"13": 4.0432,
"14": 2.0216,
"15": 1.0108,
"16": 0.5054,
"17": 0.2527
} | {
"python_version": "3.8.10 | packaged by conda-forge | (default, May 11 2021, 07:01:05) \n[GCC 9.3.0]",
"pixman_version": "0.36.0",
"openslide_version": "3.4.1",
"classic_algos_version": "1.7.3",
"torch_version": "1.11.0+cu102",
"openslide_python_version": "1.1.2",
"platform": "Linux-5.4.0-135-generic-x86_64-with-glibc2.10"
} | e6d1925096fac543bc34ae684ea07e1e |
End of preview.
README.md exists but content is empty.
Use the Edit dataset card button to edit it.
- Downloads last month
- 0