Issue | #Downvotes for this reason | By |
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mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1) | Automatically created MXNet flow. |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_00_data | {"\"inputs\"": [], "\"name\"": "\"data\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_01_hybridsequential0_batchnorm0_gamma | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__init__\"": "\"ones\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(0,)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_batchnorm0_gamma\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_02_hybridsequential0_batchnorm0_beta | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__init__\"": "\"zeros\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(0,)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_batchnorm0_beta\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_03_hybridsequential0_batchnorm0_running_mean | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__init__\"": "\"zeros\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(0,)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_batchnorm0_running_mean\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_04_hybridsequential0_batchnorm0_running_var | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__init__\"": "\"ones\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(0,)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_batchnorm0_running_var\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_05_hybridsequential0_batchnorm0_fwd | {"\"attrs\"": {"\"axis\"": "\"1\"", "\"eps\"": "\"1e-05\"", "\"fix_gamma\"": "\"False\"", "\"momentum\"": "\"0.9\"", "\"use_global_stats\"": "\"False\""}, "\"inputs\"": [[0, 0, 0], [1, 0, 0], [2, 0, 0], [3, 0, 1], [4, 0, 1]], "\"name\"": "\"hybridsequential0_batchnorm0_fwd\"", "\"op\"": "\"BatchNorm\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_06_hybridsequential0_dense0_weight | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(1024, 0)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_dense0_weight\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_07_hybridsequential0_dense0_bias | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__init__\"": "\"zeros\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(1024,)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_dense0_bias\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_08_hybridsequential0_dense0_fwd | {"\"attrs\"": {"\"flatten\"": "\"True\"", "\"no_bias\"": "\"False\"", "\"num_hidden\"": "\"1024\""}, "\"inputs\"": [[5, 0, 0], [6, 0, 0], [7, 0, 0]], "\"name\"": "\"hybridsequential0_dense0_fwd\"", "\"op\"": "\"FullyConnected\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_09_hybridsequential0_dense0_relu_fwd | {"\"attrs\"": {"\"act_type\"": "\"relu\""}, "\"inputs\"": [[8, 0, 0]], "\"name\"": "\"hybridsequential0_dense0_relu_fwd\"", "\"op\"": "\"Activation\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_10_hybridsequential0_dropout0_fwd | {"\"attrs\"": {"\"axes\"": "\"()\"", "\"cudnn_off\"": "\"False\"", "\"p\"": "\"0.4\""}, "\"inputs\"": [[9, 0, 0]], "\"name\"": "\"hybridsequential0_dropout0_fwd\"", "\"op\"": "\"Dropout\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_11_hybridsequential0_dense1_weight | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(2, 0)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_dense1_weight\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_12_hybridsequential0_dense1_bias | {"\"attrs\"": {"\"__dtype__\"": "\"0\"", "\"__init__\"": "\"zeros\"", "\"__lr_mult__\"": "\"1.0\"", "\"__shape__\"": "\"(2,)\"", "\"__storage_type__\"": "\"0\"", "\"__wd_mult__\"": "\"1.0\""}, "\"inputs\"": [], "\"name\"": "\"hybridsequential0_dense1_bias\"", "\"op\"": "\"null\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_13_hybridsequential0_dense1_fwd | {"\"attrs\"": {"\"flatten\"": "\"True\"", "\"no_bias\"": "\"False\"", "\"num_hidden\"": "\"2\""}, "\"inputs\"": [[10, 0, 0], [11, 0, 0], [12, 0, 0]], "\"name\"": "\"hybridsequential0_dense1_fwd\"", "\"op\"": "\"FullyConnected\""} |
mxnet.gluon.nn.basic_layers.HybridSequential.f4ce7786(1)_misc | {"\"arg_nodes\"": [0, 1, 2, 3, 4, 6, 7, 11, 12], "\"attrs\"": {"\"mxnet_version\"": ["\"int\"", 10500]}, "\"heads\"": [[13, 0, 0]], "\"node_row_ptr\"": [0, 1, 2, 3, 4, 5, 8, 9, 10, 11, 12, 14, 15, 16, 17]} |
0.7604 ± 0.0533 Per class Cross-validation details (10-fold Crossvalidation)
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0.7442 ± 0.0343 Per class Cross-validation details (10-fold Crossvalidation)
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0.38 ± 0.0867 Cross-validation details (10-fold Crossvalidation)
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0.2718 ± 0.06 Cross-validation details (10-fold Crossvalidation)
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0.2956 ± 0.0208 Cross-validation details (10-fold Crossvalidation)
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0.4202 Cross-validation details (10-fold Crossvalidation)
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1000 Per class Cross-validation details (10-fold Crossvalidation) |
0.7413 ± 0.033 Per class Cross-validation details (10-fold Crossvalidation)
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0.75 ± 0.0298 Cross-validation details (10-fold Crossvalidation)
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0.8813 Cross-validation details (10-fold Crossvalidation)
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0.75 ± 0.0298 Per class Cross-validation details (10-fold Crossvalidation)
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0.7035 ± 0.0494 Cross-validation details (10-fold Crossvalidation)
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0.4583 Cross-validation details (10-fold Crossvalidation)
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0.4277 ± 0.0249 Cross-validation details (10-fold Crossvalidation)
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0.9334 ± 0.0544 Cross-validation details (10-fold Crossvalidation)
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