new int[] {3, 3}, new int[] {2, 2}).build(), "stem-act1");
convBlock(graph, new int[] {3, 3}, new int[] {64, 64, 256}, "2", "a", new int[] {2, 2}, "stem-maxpool1");
identityBlock(graph, new int[] {3, 3}, new int[] {64, 64, 256}, "2", "b", "res2a_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {64, 64, 256}, "2", "c", "res2b_branch");
convBlock(graph, new int[] {3, 3}, new int[] {128, 128, 512}, "3", "a", "res2c_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {128, 128, 512}, "3", "b", "res3a_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {128, 128, 512}, "3", "c", "res3b_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {128, 128, 512}, "3", "d", "res3c_branch");
convBlock(graph, new int[] {3, 3}, new int[] {256, 256, 1024}, "4", "a", "res3d_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {256, 256, 1024}, "4", "b", "res4a_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {256, 256, 1024}, "4", "c", "res4b_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {256, 256, 1024}, "4", "d", "res4c_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {256, 256, 1024}, "4", "e", "res4d_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {256, 256, 1024}, "4", "f", "res4e_branch");
convBlock(graph, new int[] {3, 3}, new int[] {512, 512, 2048}, "5", "a", "res4f_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {512, 512, 2048}, "5", "b", "res5a_branch");
identityBlock(graph, new int[] {3, 3}, new int[] {512, 512, 2048}, "5", "c", "res5b_branch");