Run
10452577

Run 10452577

Task 3573 (Supervised Classification) mnist_784 Uploaded 21-04-2020 by Prabhant Singh
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

torch.nn.modules.container.Sequential.5072c546822f7c72(1)Automatically created pytorch flow.
torch.nn.modules.container.Sequential.5072c546822f7c72(1)_children[{"oml-python:serialized_object": "component_reference", "value": {"key": "0", "step_name": "0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "1", "step_name": "1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "2", "step_name": "2"}}]
torch.nn.modules.container.Sequential.12811f9392d978b1(1)_children[{"oml-python:serialized_object": "component_reference", "value": {"key": "0", "step_name": "0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "1", "step_name": "1"}}]
openml_pytorch.layers.functional.Functional.33318376b6cb2467(1)_args[]
openml_pytorch.layers.functional.Functional.33318376b6cb2467(1)_function{"oml-python:serialized_object": "methoddescriptor", "value": "torch._C._TensorBase.reshape"}
openml_pytorch.layers.functional.Functional.33318376b6cb2467(1)_kwargs{"shape": [-1, 1, 28, 28]}
torch.nn.modules.batchnorm.BatchNorm2d.f4d3ea8075c74412(1)_affinetrue
torch.nn.modules.batchnorm.BatchNorm2d.f4d3ea8075c74412(1)_eps1e-05
torch.nn.modules.batchnorm.BatchNorm2d.f4d3ea8075c74412(1)_momentum0.1
torch.nn.modules.batchnorm.BatchNorm2d.f4d3ea8075c74412(1)_num_features1
torch.nn.modules.batchnorm.BatchNorm2d.f4d3ea8075c74412(1)_track_running_statstrue
torch.nn.modules.container.Sequential.6e096405e91a66e5(1)_children[{"oml-python:serialized_object": "component_reference", "value": {"key": "0", "step_name": "0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "1", "step_name": "1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "2", "step_name": "2"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "3", "step_name": "3"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "4", "step_name": "4"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "5", "step_name": "5"}}]
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_dilation[1, 1]
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_groups1
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_in_channels1
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_kernel_size[5, 5]
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_out_channels32
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_padding[0, 0]
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_padding_mode"zeros"
torch.nn.modules.conv.Conv2d.c2f1e1174c59f9db(1)_stride[1, 1]
torch.nn.modules.activation.LeakyReLU.ff1361cbff7f7590(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.ff1361cbff7f7590(1)_negative_slope0.01
torch.nn.modules.pooling.MaxPool2d.a439b5c5abd4eaea(1)_ceil_modefalse
torch.nn.modules.pooling.MaxPool2d.a439b5c5abd4eaea(1)_dilation1
torch.nn.modules.pooling.MaxPool2d.a439b5c5abd4eaea(1)_kernel_size2
torch.nn.modules.pooling.MaxPool2d.a439b5c5abd4eaea(1)_padding0
torch.nn.modules.pooling.MaxPool2d.a439b5c5abd4eaea(1)_return_indicesfalse
torch.nn.modules.pooling.MaxPool2d.a439b5c5abd4eaea(1)_stride2
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_dilation[1, 1]
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_groups1
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_in_channels32
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_kernel_size[5, 5]
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_out_channels64
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_padding[0, 0]
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_padding_mode"zeros"
torch.nn.modules.conv.Conv2d.49244be0a7f690d9(1)_stride[1, 1]
torch.nn.modules.activation.LeakyReLU.8ea6c3ec4c2d6cb3(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.8ea6c3ec4c2d6cb3(1)_negative_slope0.01
torch.nn.modules.pooling.MaxPool2d.a9a475a94b49eb29(1)_ceil_modefalse
torch.nn.modules.pooling.MaxPool2d.a9a475a94b49eb29(1)_dilation1
torch.nn.modules.pooling.MaxPool2d.a9a475a94b49eb29(1)_kernel_size2
torch.nn.modules.pooling.MaxPool2d.a9a475a94b49eb29(1)_padding0
torch.nn.modules.pooling.MaxPool2d.a9a475a94b49eb29(1)_return_indicesfalse
torch.nn.modules.pooling.MaxPool2d.a9a475a94b49eb29(1)_stride2
torch.nn.modules.container.Sequential.618aa13b6b0739e4(1)_children[{"oml-python:serialized_object": "component_reference", "value": {"key": "0", "step_name": "0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "1", "step_name": "1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "2", "step_name": "2"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "3", "step_name": "3"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "4", "step_name": "4"}}]
openml_pytorch.layers.functional.Functional.fe2ae751ad954eb4(1)_args[]
openml_pytorch.layers.functional.Functional.fe2ae751ad954eb4(1)_function{"oml-python:serialized_object": "methoddescriptor", "value": "torch._C._TensorBase.reshape"}
openml_pytorch.layers.functional.Functional.fe2ae751ad954eb4(1)_kwargs{"shape": [-1, 1024]}
torch.nn.modules.linear.Linear.6d098f8ca56daddc(1)_in_features1024
torch.nn.modules.linear.Linear.6d098f8ca56daddc(1)_out_features256
torch.nn.modules.activation.LeakyReLU.74c9bab7dec682a8(1)_inplacefalse
torch.nn.modules.activation.LeakyReLU.74c9bab7dec682a8(1)_negative_slope0.01
torch.nn.modules.dropout.Dropout.d1095676b70118d4(1)_inplacefalse
torch.nn.modules.dropout.Dropout.d1095676b70118d4(1)_p0.5
torch.nn.modules.linear.Linear.a3aa976ae463fce(1)_in_features256
torch.nn.modules.linear.Linear.a3aa976ae463fce(1)_out_features10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

0.9971 ± 0.0006
Per class
Cross-validation details (10-fold Crossvalidation)
0.9424 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
0.9361 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
0.9256 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
0.0215 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
0.9425 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.9424 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
0.9425 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
3.3198 ± 0
Cross-validation details (10-fold Crossvalidation)
0.1192 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0947 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
0.3158 ± 0.0143
Cross-validation details (10-fold Crossvalidation)
0.9421 ± 0.0048
Cross-validation details (10-fold Crossvalidation)