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missed to add link mappings for InceptionV3

Dimitri Korsch 4 tahun lalu
induk
melakukan
022e8b6c57
1 mengubah file dengan 595 tambahan dan 0 penghapusan
  1. 595 0
      cvmodelz/models/pretrained/inception/link_mappings.py

+ 595 - 0
cvmodelz/models/pretrained/inception/link_mappings.py

@@ -0,0 +1,595 @@
+
+chainer_to_keras = {
+	"/head/conv1/conv": "conv2d_1",
+	"/head/conv1/bn": "batch_normalization_1",
+
+	"/head/conv2/conv": "conv2d_2",
+	"/head/conv2/bn": "batch_normalization_2",
+
+	"/head/conv3/conv": "conv2d_3",
+	"/head/conv3/bn": "batch_normalization_3",
+
+	"/head/conv5/conv": "conv2d_4",
+	"/head/conv5/bn": "batch_normalization_4",
+
+	"/head/conv6/conv": "conv2d_5",
+	"/head/conv6/bn": "batch_normalization_5",
+
+	"/mixed00/conv1x1/conv": "conv2d_6",
+	"/mixed00/conv1x1/bn": "batch_normalization_6",
+
+	"/mixed00/conv5x5_1/conv": "conv2d_7",
+	"/mixed00/conv5x5_1/bn": "batch_normalization_7",
+
+	"/mixed00/conv5x5_2/conv": "conv2d_8",
+	"/mixed00/conv5x5_2/bn": "batch_normalization_8",
+
+	"/mixed00/conv3x3_1/conv": "conv2d_9",
+	"/mixed00/conv3x3_1/bn": "batch_normalization_9",
+
+	"/mixed00/conv3x3_2/conv": "conv2d_10",
+	"/mixed00/conv3x3_2/bn": "batch_normalization_10",
+
+	"/mixed00/conv3x3_3/conv": "conv2d_11",
+	"/mixed00/conv3x3_3/bn": "batch_normalization_11",
+
+	"/mixed00/pool_conv/conv": "conv2d_12",
+	"/mixed00/pool_conv/bn": "batch_normalization_12",
+
+
+	"/mixed01/conv1x1/conv": "conv2d_13",
+	"/mixed01/conv1x1/bn": "batch_normalization_13",
+
+	"/mixed01/conv5x5_1/conv": "conv2d_14",
+	"/mixed01/conv5x5_1/bn": "batch_normalization_14",
+
+	"/mixed01/conv5x5_2/conv": "conv2d_15",
+	"/mixed01/conv5x5_2/bn": "batch_normalization_15",
+
+	"/mixed01/conv3x3_1/conv": "conv2d_16",
+	"/mixed01/conv3x3_1/bn": "batch_normalization_16",
+
+	"/mixed01/conv3x3_2/conv": "conv2d_17",
+	"/mixed01/conv3x3_2/bn": "batch_normalization_17",
+
+	"/mixed01/conv3x3_3/conv": "conv2d_18",
+	"/mixed01/conv3x3_3/bn": "batch_normalization_18",
+
+	"/mixed01/pool_conv/conv": "conv2d_19",
+	"/mixed01/pool_conv/bn": "batch_normalization_19",
+
+
+	"/mixed02/conv1x1/conv": "conv2d_20",
+	"/mixed02/conv1x1/bn": "batch_normalization_20",
+
+	"/mixed02/conv5x5_1/conv": "conv2d_21",
+	"/mixed02/conv5x5_1/bn": "batch_normalization_21",
+
+	"/mixed02/conv5x5_2/conv": "conv2d_22",
+	"/mixed02/conv5x5_2/bn": "batch_normalization_22",
+
+	"/mixed02/conv3x3_1/conv": "conv2d_23",
+	"/mixed02/conv3x3_1/bn": "batch_normalization_23",
+
+	"/mixed02/conv3x3_2/conv": "conv2d_24",
+	"/mixed02/conv3x3_2/bn": "batch_normalization_24",
+
+	"/mixed02/conv3x3_3/conv": "conv2d_25",
+	"/mixed02/conv3x3_3/bn": "batch_normalization_25",
+
+	"/mixed02/pool_conv/conv": "conv2d_26",
+	"/mixed02/pool_conv/bn": "batch_normalization_26",
+
+
+	"/mixed03/conv3x3/conv": "conv2d_27",
+	"/mixed03/conv3x3/bn": "batch_normalization_27",
+
+	"/mixed03/conv3x3_1/conv": "conv2d_28",
+	"/mixed03/conv3x3_1/bn": "batch_normalization_28",
+
+	"/mixed03/conv3x3_2/conv": "conv2d_29",
+	"/mixed03/conv3x3_2/bn": "batch_normalization_29",
+
+	"/mixed03/conv3x3_3/conv": "conv2d_30",
+	"/mixed03/conv3x3_3/bn": "batch_normalization_30",
+
+
+	"/mixed04/conv1x1/conv": "conv2d_31",
+	"/mixed04/conv1x1/bn": "batch_normalization_31",
+
+	"/mixed04/conv7x7_1/conv": "conv2d_32",
+	"/mixed04/conv7x7_1/bn": "batch_normalization_32",
+
+	"/mixed04/conv7x7_2/conv": "conv2d_33",
+	"/mixed04/conv7x7_2/bn": "batch_normalization_33",
+
+	"/mixed04/conv7x7_3/conv": "conv2d_34",
+	"/mixed04/conv7x7_3/bn": "batch_normalization_34",
+
+	"/mixed04/conv7x7x2_1/conv": "conv2d_35",
+	"/mixed04/conv7x7x2_1/bn": "batch_normalization_35",
+
+	"/mixed04/conv7x7x2_2/conv": "conv2d_36",
+	"/mixed04/conv7x7x2_2/bn": "batch_normalization_36",
+
+	"/mixed04/conv7x7x2_3/conv": "conv2d_37",
+	"/mixed04/conv7x7x2_3/bn": "batch_normalization_37",
+
+	"/mixed04/conv7x7x2_4/conv": "conv2d_38",
+	"/mixed04/conv7x7x2_4/bn": "batch_normalization_38",
+
+	"/mixed04/conv7x7x2_5/conv": "conv2d_39",
+	"/mixed04/conv7x7x2_5/bn": "batch_normalization_39",
+
+	"/mixed04/pool_conv/conv": "conv2d_40",
+	"/mixed04/pool_conv/bn": "batch_normalization_40",
+
+
+	"/mixed05/conv1x1/conv": "conv2d_41",
+	"/mixed05/conv1x1/bn": "batch_normalization_41",
+
+	"/mixed05/conv7x7_1/conv": "conv2d_42",
+	"/mixed05/conv7x7_1/bn": "batch_normalization_42",
+
+	"/mixed05/conv7x7_2/conv": "conv2d_43",
+	"/mixed05/conv7x7_2/bn": "batch_normalization_43",
+
+	"/mixed05/conv7x7_3/conv": "conv2d_44",
+	"/mixed05/conv7x7_3/bn": "batch_normalization_44",
+
+	"/mixed05/conv7x7x2_1/conv": "conv2d_45",
+	"/mixed05/conv7x7x2_1/bn": "batch_normalization_45",
+
+	"/mixed05/conv7x7x2_2/conv": "conv2d_46",
+	"/mixed05/conv7x7x2_2/bn": "batch_normalization_46",
+
+	"/mixed05/conv7x7x2_3/conv": "conv2d_47",
+	"/mixed05/conv7x7x2_3/bn": "batch_normalization_47",
+
+	"/mixed05/conv7x7x2_4/conv": "conv2d_48",
+	"/mixed05/conv7x7x2_4/bn": "batch_normalization_48",
+
+	"/mixed05/conv7x7x2_5/conv": "conv2d_49",
+	"/mixed05/conv7x7x2_5/bn": "batch_normalization_49",
+
+	"/mixed05/pool_conv/conv": "conv2d_50",
+	"/mixed05/pool_conv/bn": "batch_normalization_50",
+
+
+	"/mixed06/conv1x1/conv": "conv2d_51",
+	"/mixed06/conv1x1/bn": "batch_normalization_51",
+
+	"/mixed06/conv7x7_1/conv": "conv2d_52",
+	"/mixed06/conv7x7_1/bn": "batch_normalization_52",
+
+	"/mixed06/conv7x7_2/conv": "conv2d_53",
+	"/mixed06/conv7x7_2/bn": "batch_normalization_53",
+
+	"/mixed06/conv7x7_3/conv": "conv2d_54",
+	"/mixed06/conv7x7_3/bn": "batch_normalization_54",
+
+	"/mixed06/conv7x7x2_1/conv": "conv2d_55",
+	"/mixed06/conv7x7x2_1/bn": "batch_normalization_55",
+
+	"/mixed06/conv7x7x2_2/conv": "conv2d_56",
+	"/mixed06/conv7x7x2_2/bn": "batch_normalization_56",
+
+	"/mixed06/conv7x7x2_3/conv": "conv2d_57",
+	"/mixed06/conv7x7x2_3/bn": "batch_normalization_57",
+
+	"/mixed06/conv7x7x2_4/conv": "conv2d_58",
+	"/mixed06/conv7x7x2_4/bn": "batch_normalization_58",
+
+	"/mixed06/conv7x7x2_5/conv": "conv2d_59",
+	"/mixed06/conv7x7x2_5/bn": "batch_normalization_59",
+
+	"/mixed06/pool_conv/conv": "conv2d_60",
+	"/mixed06/pool_conv/bn": "batch_normalization_60",
+
+
+	"/mixed07/conv1x1/conv": "conv2d_61",
+	"/mixed07/conv1x1/bn": "batch_normalization_61",
+
+	"/mixed07/conv7x7_1/conv": "conv2d_62",
+	"/mixed07/conv7x7_1/bn": "batch_normalization_62",
+
+	"/mixed07/conv7x7_2/conv": "conv2d_63",
+	"/mixed07/conv7x7_2/bn": "batch_normalization_63",
+
+	"/mixed07/conv7x7_3/conv": "conv2d_64",
+	"/mixed07/conv7x7_3/bn": "batch_normalization_64",
+
+	"/mixed07/conv7x7x2_1/conv": "conv2d_65",
+	"/mixed07/conv7x7x2_1/bn": "batch_normalization_65",
+
+	"/mixed07/conv7x7x2_2/conv": "conv2d_66",
+	"/mixed07/conv7x7x2_2/bn": "batch_normalization_66",
+
+	"/mixed07/conv7x7x2_3/conv": "conv2d_67",
+	"/mixed07/conv7x7x2_3/bn": "batch_normalization_67",
+
+	"/mixed07/conv7x7x2_4/conv": "conv2d_68",
+	"/mixed07/conv7x7x2_4/bn": "batch_normalization_68",
+
+	"/mixed07/conv7x7x2_5/conv": "conv2d_69",
+	"/mixed07/conv7x7x2_5/bn": "batch_normalization_69",
+
+	"/mixed07/pool_conv/conv": "conv2d_70",
+	"/mixed07/pool_conv/bn": "batch_normalization_70",
+
+
+	"/mixed08/conv3x3_1/conv": "conv2d_71",
+	"/mixed08/conv3x3_1/bn": "batch_normalization_71",
+
+	"/mixed08/conv3x3_2/conv": "conv2d_72",
+	"/mixed08/conv3x3_2/bn": "batch_normalization_72",
+
+	"/mixed08/conv7x7_1/conv": "conv2d_73",
+	"/mixed08/conv7x7_1/bn": "batch_normalization_73",
+
+	"/mixed08/conv7x7_2/conv": "conv2d_74",
+	"/mixed08/conv7x7_2/bn": "batch_normalization_74",
+
+	"/mixed08/conv7x7_3/conv": "conv2d_75",
+	"/mixed08/conv7x7_3/bn": "batch_normalization_75",
+
+	"/mixed08/conv7x7_4/conv": "conv2d_76",
+	"/mixed08/conv7x7_4/bn": "batch_normalization_76",
+
+
+	"/mixed09/conv1x1/conv": "conv2d_77",
+	"/mixed09/conv1x1/bn": "batch_normalization_77",
+
+	"/mixed09/conv3x3_1/conv": "conv2d_78",
+	"/mixed09/conv3x3_1/bn": "batch_normalization_78",
+
+	"/mixed09/conv3x3_2/conv": "conv2d_79",
+	"/mixed09/conv3x3_2/bn": "batch_normalization_79",
+
+	"/mixed09/conv3x3_3/conv": "conv2d_80",
+	"/mixed09/conv3x3_3/bn": "batch_normalization_80",
+
+	"/mixed09/conv3x3x2_1/conv": "conv2d_81",
+	"/mixed09/conv3x3x2_1/bn": "batch_normalization_81",
+
+	"/mixed09/conv3x3x2_2/conv": "conv2d_82",
+	"/mixed09/conv3x3x2_2/bn": "batch_normalization_82",
+
+	"/mixed09/conv3x3x2_3/conv": "conv2d_83",
+	"/mixed09/conv3x3x2_3/bn": "batch_normalization_83",
+
+	"/mixed09/conv3x3x2_4/conv": "conv2d_84",
+	"/mixed09/conv3x3x2_4/bn": "batch_normalization_84",
+
+	"/mixed09/pool_conv/conv": "conv2d_85",
+	"/mixed09/pool_conv/bn": "batch_normalization_85",
+
+
+	"/mixed10/conv1x1/conv": "conv2d_86",
+	"/mixed10/conv1x1/bn": "batch_normalization_86",
+
+	"/mixed10/conv3x3_1/conv": "conv2d_87",
+	"/mixed10/conv3x3_1/bn": "batch_normalization_87",
+
+	"/mixed10/conv3x3_2/conv": "conv2d_88",
+	"/mixed10/conv3x3_2/bn": "batch_normalization_88",
+
+	"/mixed10/conv3x3_3/conv": "conv2d_89",
+	"/mixed10/conv3x3_3/bn": "batch_normalization_89",
+
+	"/mixed10/conv3x3x2_1/conv": "conv2d_90",
+	"/mixed10/conv3x3x2_1/bn": "batch_normalization_90",
+
+	"/mixed10/conv3x3x2_2/conv": "conv2d_91",
+	"/mixed10/conv3x3x2_2/bn": "batch_normalization_91",
+
+	"/mixed10/conv3x3x2_3/conv": "conv2d_92",
+	"/mixed10/conv3x3x2_3/bn": "batch_normalization_92",
+
+	"/mixed10/conv3x3x2_4/conv": "conv2d_93",
+	"/mixed10/conv3x3x2_4/bn": "batch_normalization_93",
+
+	"/mixed10/pool_conv/conv": "conv2d_94",
+	"/mixed10/pool_conv/bn": "batch_normalization_94",
+
+	# "/fc": "predictions",
+	"/fc": "prob",
+
+}
+
+chainer_to_tf_ckpt = {
+	"/head/conv1/conv": "Conv2d_1a_3x3",
+	"/head/conv1/bn": "Conv2d_1a_3x3/BatchNorm",
+
+	"/head/conv2/conv": "Conv2d_2a_3x3",
+	"/head/conv2/bn": "Conv2d_2a_3x3/BatchNorm",
+
+	"/head/conv3/conv": "Conv2d_2b_3x3",
+	"/head/conv3/bn": "Conv2d_2b_3x3/BatchNorm",
+
+	"/head/conv5/conv": "Conv2d_3b_1x1",
+	"/head/conv5/bn": "Conv2d_3b_1x1/BatchNorm",
+
+	"/head/conv6/conv": "Conv2d_4a_3x3",
+	"/head/conv6/bn": "Conv2d_4a_3x3/BatchNorm",
+
+	"/mixed00/conv1x1/conv": "Mixed_5b/Branch_0/Conv2d_0a_1x1",
+	"/mixed00/conv1x1/bn": "Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed00/conv5x5_1/conv": "Mixed_5b/Branch_1/Conv2d_0a_1x1",
+	"/mixed00/conv5x5_1/bn": "Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed00/conv5x5_2/conv": "Mixed_5b/Branch_1/Conv2d_0b_5x5",
+	"/mixed00/conv5x5_2/bn": "Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm",
+
+	"/mixed00/conv3x3_1/conv": "Mixed_5b/Branch_2/Conv2d_0a_1x1",
+	"/mixed00/conv3x3_1/bn": "Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed00/conv3x3_2/conv": "Mixed_5b/Branch_2/Conv2d_0b_3x3",
+	"/mixed00/conv3x3_2/bn": "Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm",
+
+	"/mixed00/conv3x3_3/conv": "Mixed_5b/Branch_2/Conv2d_0c_3x3",
+	"/mixed00/conv3x3_3/bn": "Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm",
+
+	"/mixed00/pool_conv/conv": "Mixed_5b/Branch_3/Conv2d_0b_1x1",
+	"/mixed00/pool_conv/bn": "Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed01/conv1x1/conv": "Mixed_5c/Branch_0/Conv2d_0a_1x1",
+	"/mixed01/conv1x1/bn": "Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed01/conv5x5_1/conv": "Mixed_5c/Branch_1/Conv2d_0b_1x1",
+	"/mixed01/conv5x5_1/bn": "Mixed_5c/Branch_1/Conv2d_0b_1x1/BatchNorm",
+
+	"/mixed01/conv5x5_2/conv": "Mixed_5c/Branch_1/Conv_1_0c_5x5",
+	"/mixed01/conv5x5_2/bn": "Mixed_5c/Branch_1/Conv_1_0c_5x5/BatchNorm",
+
+	"/mixed01/conv3x3_1/conv": "Mixed_5c/Branch_2/Conv2d_0a_1x1",
+	"/mixed01/conv3x3_1/bn": "Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed01/conv3x3_2/conv": "Mixed_5c/Branch_2/Conv2d_0b_3x3",
+	"/mixed01/conv3x3_2/bn": "Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm",
+
+	"/mixed01/conv3x3_3/conv": "Mixed_5c/Branch_2/Conv2d_0c_3x3",
+	"/mixed01/conv3x3_3/bn": "Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm",
+
+	"/mixed01/pool_conv/conv": "Mixed_5c/Branch_3/Conv2d_0b_1x1",
+	"/mixed01/pool_conv/bn": "Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed02/conv1x1/conv": "Mixed_5d/Branch_0/Conv2d_0a_1x1",
+	"/mixed02/conv1x1/bn": "Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed02/conv5x5_1/conv": "Mixed_5d/Branch_1/Conv2d_0a_1x1",
+	"/mixed02/conv5x5_1/bn": "Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed02/conv5x5_2/conv": "Mixed_5d/Branch_1/Conv2d_0b_5x5",
+	"/mixed02/conv5x5_2/bn": "Mixed_5d/Branch_1/Conv2d_0b_5x5/BatchNorm",
+
+	"/mixed02/conv3x3_1/conv": "Mixed_5d/Branch_2/Conv2d_0a_1x1",
+	"/mixed02/conv3x3_1/bn": "Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed02/conv3x3_2/conv": "Mixed_5d/Branch_2/Conv2d_0b_3x3",
+	"/mixed02/conv3x3_2/bn": "Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm",
+
+	"/mixed02/conv3x3_3/conv": "Mixed_5d/Branch_2/Conv2d_0c_3x3",
+	"/mixed02/conv3x3_3/bn": "Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm",
+
+	"/mixed02/pool_conv/conv": "Mixed_5d/Branch_3/Conv2d_0b_1x1",
+	"/mixed02/pool_conv/bn": "Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed03/conv3x3/conv": "Mixed_6a/Branch_0/Conv2d_1a_1x1",
+	"/mixed03/conv3x3/bn": "Mixed_6a/Branch_0/Conv2d_1a_1x1/BatchNorm",
+
+	"/mixed03/conv3x3_1/conv": "Mixed_6a/Branch_1/Conv2d_0a_1x1",
+	"/mixed03/conv3x3_1/bn": "Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed03/conv3x3_2/conv": "Mixed_6a/Branch_1/Conv2d_0b_3x3",
+	"/mixed03/conv3x3_2/bn": "Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm",
+
+	"/mixed03/conv3x3_3/conv": "Mixed_6a/Branch_1/Conv2d_1a_1x1",
+	"/mixed03/conv3x3_3/bn": "Mixed_6a/Branch_1/Conv2d_1a_1x1/BatchNorm",
+
+
+	"/mixed04/conv1x1/conv": "Mixed_6b/Branch_0/Conv2d_0a_1x1",
+	"/mixed04/conv1x1/bn": "Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed04/conv7x7_1/conv": "Mixed_6b/Branch_1/Conv2d_0a_1x1",
+	"/mixed04/conv7x7_1/bn": "Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed04/conv7x7_2/conv": "Mixed_6b/Branch_1/Conv2d_0b_1x7",
+	"/mixed04/conv7x7_2/bn": "Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm",
+
+	"/mixed04/conv7x7_3/conv": "Mixed_6b/Branch_1/Conv2d_0c_7x1",
+	"/mixed04/conv7x7_3/bn": "Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm",
+
+	"/mixed04/conv7x7x2_1/conv": "Mixed_6b/Branch_2/Conv2d_0a_1x1",
+	"/mixed04/conv7x7x2_1/bn": "Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed04/conv7x7x2_2/conv": "Mixed_6b/Branch_2/Conv2d_0b_7x1",
+	"/mixed04/conv7x7x2_2/bn": "Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm",
+
+	"/mixed04/conv7x7x2_3/conv": "Mixed_6b/Branch_2/Conv2d_0c_1x7",
+	"/mixed04/conv7x7x2_3/bn": "Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm",
+
+	"/mixed04/conv7x7x2_4/conv": "Mixed_6b/Branch_2/Conv2d_0d_7x1",
+	"/mixed04/conv7x7x2_4/bn": "Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm",
+
+	"/mixed04/conv7x7x2_5/conv": "Mixed_6b/Branch_2/Conv2d_0e_1x7",
+	"/mixed04/conv7x7x2_5/bn": "Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm",
+
+	"/mixed04/pool_conv/conv": "Mixed_6b/Branch_3/Conv2d_0b_1x1",
+	"/mixed04/pool_conv/bn": "Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed05/conv1x1/conv": "Mixed_6c/Branch_0/Conv2d_0a_1x1",
+	"/mixed05/conv1x1/bn": "Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed05/conv7x7_1/conv": "Mixed_6c/Branch_1/Conv2d_0a_1x1",
+	"/mixed05/conv7x7_1/bn": "Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed05/conv7x7_2/conv": "Mixed_6c/Branch_1/Conv2d_0b_1x7",
+	"/mixed05/conv7x7_2/bn": "Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm",
+
+	"/mixed05/conv7x7_3/conv": "Mixed_6c/Branch_1/Conv2d_0c_7x1",
+	"/mixed05/conv7x7_3/bn": "Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm",
+
+	"/mixed05/conv7x7x2_1/conv": "Mixed_6c/Branch_2/Conv2d_0a_1x1",
+	"/mixed05/conv7x7x2_1/bn": "Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed05/conv7x7x2_2/conv": "Mixed_6c/Branch_2/Conv2d_0b_7x1",
+	"/mixed05/conv7x7x2_2/bn": "Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm",
+
+	"/mixed05/conv7x7x2_3/conv": "Mixed_6c/Branch_2/Conv2d_0c_1x7",
+	"/mixed05/conv7x7x2_3/bn": "Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm",
+
+	"/mixed05/conv7x7x2_4/conv": "Mixed_6c/Branch_2/Conv2d_0d_7x1",
+	"/mixed05/conv7x7x2_4/bn": "Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm",
+
+	"/mixed05/conv7x7x2_5/conv": "Mixed_6c/Branch_2/Conv2d_0e_1x7",
+	"/mixed05/conv7x7x2_5/bn": "Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm",
+
+	"/mixed05/pool_conv/conv": "Mixed_6c/Branch_3/Conv2d_0b_1x1",
+	"/mixed05/pool_conv/bn": "Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed06/conv1x1/conv": "Mixed_6d/Branch_0/Conv2d_0a_1x1",
+	"/mixed06/conv1x1/bn": "Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed06/conv7x7_1/conv": "Mixed_6d/Branch_1/Conv2d_0a_1x1",
+	"/mixed06/conv7x7_1/bn": "Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed06/conv7x7_2/conv": "Mixed_6d/Branch_1/Conv2d_0b_1x7",
+	"/mixed06/conv7x7_2/bn": "Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm",
+
+	"/mixed06/conv7x7_3/conv": "Mixed_6d/Branch_1/Conv2d_0c_7x1",
+	"/mixed06/conv7x7_3/bn": "Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm",
+
+	"/mixed06/conv7x7x2_1/conv": "Mixed_6d/Branch_2/Conv2d_0a_1x1",
+	"/mixed06/conv7x7x2_1/bn": "Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed06/conv7x7x2_2/conv": "Mixed_6d/Branch_2/Conv2d_0b_7x1",
+	"/mixed06/conv7x7x2_2/bn": "Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm",
+
+	"/mixed06/conv7x7x2_3/conv": "Mixed_6d/Branch_2/Conv2d_0c_1x7",
+	"/mixed06/conv7x7x2_3/bn": "Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm",
+
+	"/mixed06/conv7x7x2_4/conv": "Mixed_6d/Branch_2/Conv2d_0d_7x1",
+	"/mixed06/conv7x7x2_4/bn": "Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm",
+
+	"/mixed06/conv7x7x2_5/conv": "Mixed_6d/Branch_2/Conv2d_0e_1x7",
+	"/mixed06/conv7x7x2_5/bn": "Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm",
+
+	"/mixed06/pool_conv/conv": "Mixed_6d/Branch_3/Conv2d_0b_1x1",
+	"/mixed06/pool_conv/bn": "Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed07/conv1x1/conv": "Mixed_6e/Branch_0/Conv2d_0a_1x1",
+	"/mixed07/conv1x1/bn": "Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed07/conv7x7_1/conv": "Mixed_6e/Branch_1/Conv2d_0a_1x1",
+	"/mixed07/conv7x7_1/bn": "Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed07/conv7x7_2/conv": "Mixed_6e/Branch_1/Conv2d_0b_1x7",
+	"/mixed07/conv7x7_2/bn": "Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm",
+
+	"/mixed07/conv7x7_3/conv": "Mixed_6e/Branch_1/Conv2d_0c_7x1",
+	"/mixed07/conv7x7_3/bn": "Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm",
+
+	"/mixed07/conv7x7x2_1/conv": "Mixed_6e/Branch_2/Conv2d_0a_1x1",
+	"/mixed07/conv7x7x2_1/bn": "Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed07/conv7x7x2_2/conv": "Mixed_6e/Branch_2/Conv2d_0b_7x1",
+	"/mixed07/conv7x7x2_2/bn": "Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm",
+
+	"/mixed07/conv7x7x2_3/conv": "Mixed_6e/Branch_2/Conv2d_0c_1x7",
+	"/mixed07/conv7x7x2_3/bn": "Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm",
+
+	"/mixed07/conv7x7x2_4/conv": "Mixed_6e/Branch_2/Conv2d_0d_7x1",
+	"/mixed07/conv7x7x2_4/bn": "Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm",
+
+	"/mixed07/conv7x7x2_5/conv": "Mixed_6e/Branch_2/Conv2d_0e_1x7",
+	"/mixed07/conv7x7x2_5/bn": "Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm",
+
+	"/mixed07/pool_conv/conv": "Mixed_6e/Branch_3/Conv2d_0b_1x1",
+	"/mixed07/pool_conv/bn": "Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed08/conv3x3_1/conv": "Mixed_7a/Branch_0/Conv2d_0a_1x1",
+	"/mixed08/conv3x3_1/bn": "Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed08/conv3x3_2/conv": "Mixed_7a/Branch_0/Conv2d_1a_3x3",
+	"/mixed08/conv3x3_2/bn": "Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm",
+
+	"/mixed08/conv7x7_1/conv": "Mixed_7a/Branch_1/Conv2d_0a_1x1",
+	"/mixed08/conv7x7_1/bn": "Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed08/conv7x7_2/conv": "Mixed_7a/Branch_1/Conv2d_0b_1x7",
+	"/mixed08/conv7x7_2/bn": "Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm",
+
+	"/mixed08/conv7x7_3/conv": "Mixed_7a/Branch_1/Conv2d_0c_7x1",
+	"/mixed08/conv7x7_3/bn": "Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm",
+
+	"/mixed08/conv7x7_4/conv": "Mixed_7a/Branch_1/Conv2d_1a_3x3",
+	"/mixed08/conv7x7_4/bn": "Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm",
+
+
+	"/mixed09/conv1x1/conv": "Mixed_7b/Branch_0/Conv2d_0a_1x1",
+	"/mixed09/conv1x1/bn": "Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed09/conv3x3_1/conv": "Mixed_7b/Branch_1/Conv2d_0a_1x1",
+	"/mixed09/conv3x3_1/bn": "Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed09/conv3x3_2/conv": "Mixed_7b/Branch_1/Conv2d_0b_1x3",
+	"/mixed09/conv3x3_2/bn": "Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm",
+
+	"/mixed09/conv3x3_3/conv": "Mixed_7b/Branch_1/Conv2d_0b_3x1",
+	"/mixed09/conv3x3_3/bn": "Mixed_7b/Branch_1/Conv2d_0b_3x1/BatchNorm",
+
+	"/mixed09/conv3x3x2_1/conv": "Mixed_7b/Branch_2/Conv2d_0a_1x1",
+	"/mixed09/conv3x3x2_1/bn": "Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed09/conv3x3x2_2/conv": "Mixed_7b/Branch_2/Conv2d_0b_3x3",
+	"/mixed09/conv3x3x2_2/bn": "Mixed_7b/Branch_2/Conv2d_0b_3x3/BatchNorm",
+
+	"/mixed09/conv3x3x2_3/conv": "Mixed_7b/Branch_2/Conv2d_0c_1x3",
+	"/mixed09/conv3x3x2_3/bn": "Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm",
+
+	"/mixed09/conv3x3x2_4/conv": "Mixed_7b/Branch_2/Conv2d_0d_3x1",
+	"/mixed09/conv3x3x2_4/bn": "Mixed_7b/Branch_2/Conv2d_0d_3x1/BatchNorm",
+
+	"/mixed09/pool_conv/conv": "Mixed_7b/Branch_3/Conv2d_0b_1x1",
+	"/mixed09/pool_conv/bn": "Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+
+	"/mixed10/conv1x1/conv": "Mixed_7c/Branch_0/Conv2d_0a_1x1",
+	"/mixed10/conv1x1/bn": "Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed10/conv3x3_1/conv": "Mixed_7c/Branch_1/Conv2d_0a_1x1",
+	"/mixed10/conv3x3_1/bn": "Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed10/conv3x3_2/conv": "Mixed_7c/Branch_1/Conv2d_0b_1x3",
+	"/mixed10/conv3x3_2/bn": "Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm",
+
+	"/mixed10/conv3x3_3/conv": "Mixed_7c/Branch_1/Conv2d_0c_3x1",
+	"/mixed10/conv3x3_3/bn": "Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm",
+
+	"/mixed10/conv3x3x2_1/conv": "Mixed_7c/Branch_2/Conv2d_0a_1x1",
+	"/mixed10/conv3x3x2_1/bn": "Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm",
+
+	"/mixed10/conv3x3x2_2/conv": "Mixed_7c/Branch_2/Conv2d_0b_3x3",
+	"/mixed10/conv3x3x2_2/bn": "Mixed_7c/Branch_2/Conv2d_0b_3x3/BatchNorm",
+
+	"/mixed10/conv3x3x2_3/conv": "Mixed_7c/Branch_2/Conv2d_0c_1x3",
+	"/mixed10/conv3x3x2_3/bn": "Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm",
+
+	"/mixed10/conv3x3x2_4/conv": "Mixed_7c/Branch_2/Conv2d_0d_3x1",
+	"/mixed10/conv3x3x2_4/bn": "Mixed_7c/Branch_2/Conv2d_0d_3x1/BatchNorm",
+
+	"/mixed10/pool_conv/conv": "Mixed_7c/Branch_3/Conv2d_0b_1x1",
+	"/mixed10/pool_conv/bn": "Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm",
+
+	# "/fc": "Logits/Conv2d_1c_1x1",
+
+}