Coremltools: How can I print the log for each converted operation during Frontend or MIL step?
鉂換uestion
Is there any method for printing converted operation shape during converting?
I converted to .mlmodel, but the model doesn't have output shapes. So I want to inspect which operation was incorrectly converted.
In 3.x coremltools, I can see all shapes each operation. But in 4.0b1, I cannot see it anymore and coremltools only shows the progress status.
v3.x log example
0 assert nodes deleted
4780 nodes deleted
...
511 nodes deleted
0 nodes deleted
[Op Fusion] fuse_bias_add() deleted 2 nodes.
2 identity nodes deleted
158 disconnected nodes deleted
[Op Fusion] Fused 942 nodes into BatchNorms.
[Op Fusion] Fused 53 Pad nodes into Conv2D.
[SSAConverter] Converting function main ...
[SSAConverter] [1/643] Converting op type: 'Placeholder', name: 'input_1', output_shape: (1, 128, 128, 3).
[SSAConverter] [2/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/strided_slice'.
[SSAConverter] [3/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/conv2d_transpose/ReadVariableOp', output_shape: (4, 4, 256, 2048).
[SSAConverter] [4/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/ReadVariableOp_1', output_shape: (256,).
[SSAConverter] [5/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/FusedBatchNormV3/ReadVariableOp', output_shape: (256,).
...
v3 full log
0 assert nodes deleted
4780 nodes deleted
WARNING:root:Symbolic evaluation of operator AddV2 not implemented
WARNING:root:Symbolic evaluation of operator AddV2 not implemented
WARNING:root:Symbolic evaluation of operator AddV2 not implemented
WARNING:root:Symbolic evaluation of operator AddV2 not implemented
WARNING:root:Symbolic evaluation of operator AddV2 not implemented
WARNING:root:Symbolic evaluation of operator AddV2 not implemented
511 nodes deleted
0 nodes deleted
[Op Fusion] fuse_bias_add() deleted 2 nodes.
2 identity nodes deleted
158 disconnected nodes deleted
[Op Fusion] Fused 942 nodes into BatchNorms.
[Op Fusion] Fused 53 Pad nodes into Conv2D.
[SSAConverter] Converting function main ...
[SSAConverter] [1/643] Converting op type: 'Placeholder', name: 'input_1', output_shape: (1, 128, 128, 3).
[SSAConverter] [2/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/strided_slice'.
[SSAConverter] [3/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/conv2d_transpose/ReadVariableOp', output_shape: (4, 4, 256, 2048).
[SSAConverter] [4/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/ReadVariableOp_1', output_shape: (256,).
[SSAConverter] [5/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/FusedBatchNormV3/ReadVariableOp', output_shape: (256,).
[SSAConverter] [6/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/mul'.
[SSAConverter] [7/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/mul_1'.
[SSAConverter] [8/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/conv2d_transpose/ReadVariableOp', output_shape: (4, 4, 256, 256).
[SSAConverter] [9/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/bn/ReadVariableOp_1', output_shape: (256,).
[SSAConverter] [10/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/bn/FusedBatchNormV3/ReadVariableOp', output_shape: (256,).
[SSAConverter] [11/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/mul'.
[SSAConverter] [12/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/mul_1'.
[SSAConverter] [13/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/conv2d_transpose/ReadVariableOp', output_shape: (4, 4, 256, 256).
[SSAConverter] [14/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/bn/ReadVariableOp_1', output_shape: (256,).
[SSAConverter] [15/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/bn/FusedBatchNormV3/ReadVariableOp', output_shape: (256,).
[SSAConverter] [16/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/FusedBatchNormV3/Mul', output_shape: (256,).
[SSAConverter] [17/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/bn/FusedBatchNormV3/Mul', output_shape: (256,).
[SSAConverter] [18/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/bn/FusedBatchNormV3/Mul', output_shape: (256,).
[SSAConverter] [19/643] Converting op type: 'Transpose', name: 'input_1_to_nchw', output_shape: (1, 3, 128, 128).
[SSAConverter] [20/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/pool/Pad/paddings', output_shape: (4, 2).
[SSAConverter] [21/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/strided_slice_1/stack', output_shape: (1,).
[SSAConverter] [22/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/strided_slice_1/stack_1', output_shape: (1,).
[SSAConverter] [23/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/strided_slice_1/stack_2', output_shape: (1,).
[SSAConverter] [24/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/sub/y'.
[SSAConverter] [25/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/mul/y'.
[SSAConverter] [26/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add/y'.
[SSAConverter] [27/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/sub_1/y'.
[SSAConverter] [28/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add_1/y'.
[SSAConverter] [29/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add_2/y'.
[SSAConverter] [30/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/sub_3/y'.
[SSAConverter] [31/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add_3/y'.
[SSAConverter] [32/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/stack/3'.
[SSAConverter] [33/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/crop/strided_slice/stack', output_shape: (4,).
[SSAConverter] [34/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/crop/strided_slice/stack_1', output_shape: (4,).
[SSAConverter] [35/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/crop/strided_slice/stack_2', output_shape: (4,).
[SSAConverter] [36/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/strided_slice/stack', output_shape: (1,).
[SSAConverter] [37/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/strided_slice/stack_1', output_shape: (1,).
[SSAConverter] [38/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/strided_slice/stack_2', output_shape: (1,).
[SSAConverter] [39/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add/y'.
[SSAConverter] [40/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/sub_1/y'.
[SSAConverter] [41/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add_1/y'.
[SSAConverter] [42/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add_2/y'.
[SSAConverter] [43/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/sub_3/y'.
[SSAConverter] [44/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add_3/y'.
[SSAConverter] [45/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/stack/3'.
[SSAConverter] [46/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/crop/strided_slice/stack', output_shape: (4,).
[SSAConverter] [47/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/crop/strided_slice/stack_1', output_shape: (4,).
[SSAConverter] [48/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/crop/strided_slice/stack_2', output_shape: (4,).
[SSAConverter] [49/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/strided_slice/stack', output_shape: (1,).
[SSAConverter] [50/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/strided_slice/stack_1', output_shape: (1,).
[SSAConverter] [51/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/strided_slice/stack_2', output_shape: (1,).
[SSAConverter] [52/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add/y'.
[SSAConverter] [53/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/sub_1/y'.
[SSAConverter] [54/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add_1/y'.
[SSAConverter] [55/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add_2/y'.
[SSAConverter] [56/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/sub_3/y'.
[SSAConverter] [57/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add_3/y'.
[SSAConverter] [58/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/stack/3'.
[SSAConverter] [59/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/crop/strided_slice/stack', output_shape: (4,).
[SSAConverter] [60/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/crop/strided_slice/stack_1', output_shape: (4,).
[SSAConverter] [61/643] Converting op type: 'Const', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/crop/strided_slice/stack_2', output_shape: (4,).
[SSAConverter] [62/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv1/conv/conv/Conv2D', output_shape: (1, 32, 64, 64).
[SSAConverter] [63/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add'.
[SSAConverter] [64/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add_2'.
[SSAConverter] [65/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add'.
[SSAConverter] [66/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add_2'.
[SSAConverter] [67/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 32, 64, 64).
[SSAConverter] [68/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/sub_1'.
[SSAConverter] [69/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/sub_3'.
[SSAConverter] [70/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/sub_1'.
[SSAConverter] [71/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/sub_3'.
[SSAConverter] [72/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv1/re_lu/Relu', output_shape: (1, 32, 64, 64).
[SSAConverter] [73/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add_1'.
[SSAConverter] [74/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/add_3'.
[SSAConverter] [75/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add_1'.
[SSAConverter] [76/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/add_3'.
[SSAConverter] [77/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv2/conv/conv/Conv2D', output_shape: (1, 32, 64, 64).
[SSAConverter] [78/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 32, 64, 64).
[SSAConverter] [79/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv2/re_lu_1/Relu', output_shape: (1, 32, 64, 64).
[SSAConverter] [80/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv3/conv/conv/Conv2D', output_shape: (1, 64, 64, 64).
[SSAConverter] [81/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 64, 64, 64).
[SSAConverter] [82/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/conv3/re_lu_2/Relu', output_shape: (1, 64, 64, 64).
[SSAConverter] [83/643] Converting op type: 'Pad', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/pool/Pad', output_shape: (1, 64, 66, 66).
[SSAConverter] [84/643] Converting op type: 'MaxPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/init_block/StatefulPartitionedCall/pool/max_pooling2d/MaxPool', output_shape: (1, 64, -1, -1).
[SSAConverter] [85/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 64, -1, -1).
[SSAConverter] [86/643] Converting op type: 'AvgPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/pool/pool/AvgPool', output_shape: (1, 64, -1, -1).
[SSAConverter] [87/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 64, -1, -1).
[SSAConverter] [88/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [89/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/re_lu_3/Relu', output_shape: (1, 64, -1, -1).
[SSAConverter] [90/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [91/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 64, -1, -1).
[SSAConverter] [92/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 64, -1, -1).
[SSAConverter] [93/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/re_lu_4/Relu', output_shape: (1, 64, -1, -1).
[SSAConverter] [94/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [95/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [96/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/add', output_shape: (1, 256, -1, -1).
[SSAConverter] [97/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit1/StatefulPartitionedCall/re_lu_5/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [98/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 64, -1, -1).
[SSAConverter] [99/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 64, -1, -1).
[SSAConverter] [100/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/re_lu_6/Relu', output_shape: (1, 64, -1, -1).
[SSAConverter] [101/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 64, -1, -1).
[SSAConverter] [102/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 64, -1, -1).
[SSAConverter] [103/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/re_lu_7/Relu', output_shape: (1, 64, -1, -1).
[SSAConverter] [104/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [105/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [106/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/add', output_shape: (1, 256, -1, -1).
[SSAConverter] [107/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit2/StatefulPartitionedCall/re_lu_8/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [108/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 64, -1, -1).
[SSAConverter] [109/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 64, -1, -1).
[SSAConverter] [110/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/re_lu_9/Relu', output_shape: (1, 64, -1, -1).
[SSAConverter] [111/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 64, -1, -1).
[SSAConverter] [112/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 64, -1, -1).
[SSAConverter] [113/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/re_lu_10/Relu', output_shape: (1, 64, -1, -1).
[SSAConverter] [114/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [115/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [116/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/add', output_shape: (1, 256, -1, -1).
[SSAConverter] [117/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage1/StatefulPartitionedCall/unit3/StatefulPartitionedCall/re_lu_11/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [118/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [119/643] Converting op type: 'AvgPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/pool/pool/AvgPool', output_shape: (1, 256, -1, -1).
[SSAConverter] [120/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [121/643] Converting op type: 'AvgPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/pool/stride_pool/AvgPool', output_shape: (1, 256, -1, -1).
[SSAConverter] [122/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/re_lu_12/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [123/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [124/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [125/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [126/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [127/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/re_lu_13/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [128/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [129/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [130/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [131/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit1/StatefulPartitionedCall/re_lu_14/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [132/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [133/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [134/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/re_lu_15/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [135/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [136/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [137/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/re_lu_16/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [138/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [139/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [140/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [141/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit2/StatefulPartitionedCall/re_lu_17/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [142/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [143/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [144/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/re_lu_18/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [145/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [146/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [147/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/re_lu_19/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [148/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [149/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [150/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [151/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit3/StatefulPartitionedCall/re_lu_20/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [152/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [153/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [154/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv1/re_lu_21/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [155/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [156/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [157/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv2/re_lu_22/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [158/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [159/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [160/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [161/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit4/StatefulPartitionedCall/re_lu_23/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [162/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [163/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [164/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv1/re_lu_24/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [165/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [166/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [167/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv2/re_lu_25/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [168/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [169/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [170/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [171/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit5/StatefulPartitionedCall/re_lu_26/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [172/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [173/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [174/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv1/re_lu_27/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [175/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [176/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [177/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv2/re_lu_28/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [178/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [179/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [180/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [181/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit6/StatefulPartitionedCall/re_lu_29/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [182/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [183/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [184/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv1/re_lu_30/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [185/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [186/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [187/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv2/re_lu_31/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [188/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [189/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [190/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [191/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit7/StatefulPartitionedCall/re_lu_32/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [192/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [193/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [194/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv1/re_lu_33/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [195/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 128, -1, -1).
[SSAConverter] [196/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 128, -1, -1).
[SSAConverter] [197/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv2/re_lu_34/Relu', output_shape: (1, 128, -1, -1).
[SSAConverter] [198/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [199/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [200/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/add', output_shape: (1, 512, -1, -1).
[SSAConverter] [201/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage2/StatefulPartitionedCall/unit8/StatefulPartitionedCall/re_lu_35/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [202/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [203/643] Converting op type: 'AvgPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/pool/pool/AvgPool', output_shape: (1, 512, -1, -1).
[SSAConverter] [204/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [205/643] Converting op type: 'AvgPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/pool/stride_pool/AvgPool', output_shape: (1, 512, -1, -1).
[SSAConverter] [206/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/re_lu_36/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [207/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [208/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [209/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [210/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [211/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/re_lu_37/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [212/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [213/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [214/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [215/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit1/StatefulPartitionedCall/re_lu_38/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [216/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [217/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [218/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/re_lu_39/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [219/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [220/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [221/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/re_lu_40/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [222/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [223/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [224/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [225/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit2/StatefulPartitionedCall/re_lu_41/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [226/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [227/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [228/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/re_lu_42/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [229/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [230/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [231/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/re_lu_43/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [232/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [233/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [234/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [235/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit3/StatefulPartitionedCall/re_lu_44/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [236/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [237/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [238/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv1/re_lu_45/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [239/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [240/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [241/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv2/re_lu_46/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [242/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [243/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [244/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [245/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit4/StatefulPartitionedCall/re_lu_47/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [246/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [247/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [248/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv1/re_lu_48/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [249/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [250/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [251/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv2/re_lu_49/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [252/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [253/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [254/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [255/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit5/StatefulPartitionedCall/re_lu_50/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [256/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [257/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [258/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv1/re_lu_51/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [259/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [260/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [261/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv2/re_lu_52/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [262/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [263/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [264/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [265/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit6/StatefulPartitionedCall/re_lu_53/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [266/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [267/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [268/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv1/re_lu_54/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [269/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [270/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [271/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv2/re_lu_55/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [272/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [273/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [274/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [275/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit7/StatefulPartitionedCall/re_lu_56/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [276/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [277/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [278/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv1/re_lu_57/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [279/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [280/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [281/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv2/re_lu_58/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [282/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [283/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [284/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [285/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit8/StatefulPartitionedCall/re_lu_59/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [286/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [287/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [288/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv1/re_lu_60/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [289/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [290/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [291/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv2/re_lu_61/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [292/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [293/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [294/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [295/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit9/StatefulPartitionedCall/re_lu_62/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [296/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [297/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [298/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv1/re_lu_63/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [299/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [300/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [301/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv2/re_lu_64/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [302/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [303/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [304/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [305/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit10/StatefulPartitionedCall/re_lu_65/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [306/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [307/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [308/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv1/re_lu_66/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [309/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [310/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [311/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv2/re_lu_67/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [312/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [313/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [314/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [315/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit11/StatefulPartitionedCall/re_lu_68/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [316/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [317/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [318/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv1/re_lu_69/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [319/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [320/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [321/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv2/re_lu_70/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [322/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [323/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [324/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [325/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit12/StatefulPartitionedCall/re_lu_71/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [326/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [327/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [328/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv1/re_lu_72/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [329/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [330/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [331/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv2/re_lu_73/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [332/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [333/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [334/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [335/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit13/StatefulPartitionedCall/re_lu_74/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [336/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [337/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [338/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv1/re_lu_75/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [339/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [340/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [341/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv2/re_lu_76/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [342/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [343/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [344/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [345/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit14/StatefulPartitionedCall/re_lu_77/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [346/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [347/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [348/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv1/re_lu_78/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [349/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [350/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [351/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv2/re_lu_79/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [352/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [353/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [354/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [355/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit15/StatefulPartitionedCall/re_lu_80/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [356/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [357/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [358/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv1/re_lu_81/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [359/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [360/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [361/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv2/re_lu_82/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [362/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [363/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [364/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [365/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit16/StatefulPartitionedCall/re_lu_83/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [366/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [367/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [368/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv1/re_lu_84/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [369/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [370/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [371/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv2/re_lu_85/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [372/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [373/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [374/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [375/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit17/StatefulPartitionedCall/re_lu_86/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [376/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [377/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [378/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv1/re_lu_87/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [379/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [380/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [381/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv2/re_lu_88/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [382/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [383/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [384/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [385/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit18/StatefulPartitionedCall/re_lu_89/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [386/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [387/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [388/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv1/re_lu_90/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [389/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [390/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [391/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv2/re_lu_91/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [392/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [393/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [394/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [395/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit19/StatefulPartitionedCall/re_lu_92/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [396/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [397/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [398/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv1/re_lu_93/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [399/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [400/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [401/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv2/re_lu_94/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [402/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [403/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [404/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [405/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit20/StatefulPartitionedCall/re_lu_95/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [406/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [407/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [408/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv1/re_lu_96/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [409/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [410/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [411/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv2/re_lu_97/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [412/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [413/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [414/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [415/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit21/StatefulPartitionedCall/re_lu_98/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [416/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [417/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [418/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv1/re_lu_99/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [419/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [420/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [421/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv2/re_lu_100/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [422/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [423/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [424/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [425/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit22/StatefulPartitionedCall/re_lu_101/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [426/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [427/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [428/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv1/re_lu_102/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [429/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [430/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [431/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv2/re_lu_103/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [432/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [433/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [434/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [435/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit23/StatefulPartitionedCall/re_lu_104/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [436/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [437/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [438/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv1/re_lu_105/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [439/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [440/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [441/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv2/re_lu_106/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [442/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [443/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [444/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [445/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit24/StatefulPartitionedCall/re_lu_107/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [446/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [447/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [448/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv1/re_lu_108/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [449/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [450/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [451/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv2/re_lu_109/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [452/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [453/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [454/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [455/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit25/StatefulPartitionedCall/re_lu_110/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [456/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [457/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [458/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv1/re_lu_111/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [459/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [460/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [461/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv2/re_lu_112/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [462/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [463/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [464/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [465/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit26/StatefulPartitionedCall/re_lu_113/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [466/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [467/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [468/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv1/re_lu_114/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [469/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [470/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [471/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv2/re_lu_115/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [472/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [473/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [474/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [475/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit27/StatefulPartitionedCall/re_lu_116/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [476/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [477/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [478/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv1/re_lu_117/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [479/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [480/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [481/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv2/re_lu_118/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [482/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [483/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [484/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [485/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit28/StatefulPartitionedCall/re_lu_119/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [486/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [487/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [488/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv1/re_lu_120/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [489/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [490/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [491/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv2/re_lu_121/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [492/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [493/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [494/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [495/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit29/StatefulPartitionedCall/re_lu_122/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [496/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [497/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [498/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv1/re_lu_123/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [499/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [500/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [501/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv2/re_lu_124/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [502/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [503/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [504/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [505/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit30/StatefulPartitionedCall/re_lu_125/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [506/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [507/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [508/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv1/re_lu_126/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [509/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [510/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [511/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv2/re_lu_127/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [512/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [513/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [514/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [515/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit31/StatefulPartitionedCall/re_lu_128/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [516/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [517/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [518/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv1/re_lu_129/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [519/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [520/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [521/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv2/re_lu_130/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [522/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [523/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [524/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [525/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit32/StatefulPartitionedCall/re_lu_131/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [526/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [527/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [528/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv1/re_lu_132/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [529/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [530/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [531/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv2/re_lu_133/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [532/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [533/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [534/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [535/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit33/StatefulPartitionedCall/re_lu_134/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [536/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [537/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [538/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv1/re_lu_135/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [539/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [540/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [541/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv2/re_lu_136/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [542/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [543/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [544/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [545/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit34/StatefulPartitionedCall/re_lu_137/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [546/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [547/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [548/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv1/re_lu_138/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [549/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [550/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [551/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv2/re_lu_139/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [552/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [553/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [554/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [555/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit35/StatefulPartitionedCall/re_lu_140/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [556/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [557/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [558/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv1/re_lu_141/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [559/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 256, -1, -1).
[SSAConverter] [560/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 256, -1, -1).
[SSAConverter] [561/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv2/re_lu_142/Relu', output_shape: (1, 256, -1, -1).
[SSAConverter] [562/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 1024, -1, -1).
[SSAConverter] [563/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 1024, -1, -1).
[SSAConverter] [564/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/add', output_shape: (1, 1024, -1, -1).
[SSAConverter] [565/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage3/StatefulPartitionedCall/unit36/StatefulPartitionedCall/re_lu_143/Relu', output_shape: (1, 1024, -1, -1).
[SSAConverter] [566/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [567/643] Converting op type: 'AvgPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/pool/pool/AvgPool', output_shape: (1, 1024, -1, -1).
[SSAConverter] [568/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [569/643] Converting op type: 'AvgPool', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/pool/stride_pool/AvgPool', output_shape: (1, 1024, -1, -1).
[SSAConverter] [570/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv1/re_lu_144/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [571/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/conv/conv/Conv2D', output_shape: (1, 2048, -1, -1).
[SSAConverter] [572/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [573/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/identity_block/conv/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 2048, -1, -1).
[SSAConverter] [574/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [575/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv2/re_lu_145/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [576/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 2048, -1, -1).
[SSAConverter] [577/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 2048, -1, -1).
[SSAConverter] [578/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/add', output_shape: (1, 2048, -1, -1).
[SSAConverter] [579/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit1/StatefulPartitionedCall/re_lu_146/Relu', output_shape: (1, 2048, -1, -1).
[SSAConverter] [580/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [581/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [582/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv1/re_lu_147/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [583/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [584/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [585/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv2/re_lu_148/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [586/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 2048, -1, -1).
[SSAConverter] [587/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 2048, -1, -1).
[SSAConverter] [588/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/add', output_shape: (1, 2048, -1, -1).
[SSAConverter] [589/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit2/StatefulPartitionedCall/re_lu_149/Relu', output_shape: (1, 2048, -1, -1).
[SSAConverter] [590/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [591/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [592/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv1/re_lu_150/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [593/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/conv/conv/Conv2D', output_shape: (1, 512, -1, -1).
[SSAConverter] [594/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 512, -1, -1).
[SSAConverter] [595/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv2/re_lu_151/Relu', output_shape: (1, 512, -1, -1).
[SSAConverter] [596/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/conv/conv/Conv2D', output_shape: (1, 2048, -1, -1).
[SSAConverter] [597/643] Converting op type: 'BatchNorm', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/body/conv3/bn/FusedBatchNormV3/Add_batch_norm', output_shape: (1, 2048, -1, -1).
[SSAConverter] [598/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/add', output_shape: (1, 2048, -1, -1).
[SSAConverter] [599/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/re_lu_152/Relu', output_shape: (1, 2048, -1, -1).
[SSAConverter] [600/643] Converting op type: 'Transpose', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/backbone/StatefulPartitionedCall/stage4/StatefulPartitionedCall/unit3/StatefulPartitionedCall/re_lu_152/Relu_to_nhwc', output_shape: (1, -1, -1, 2048).
[SSAConverter] [601/643] Converting op type: 'Shape', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/Shape', output_shape: (4,).
[SSAConverter] [602/643] Converting op type: 'StridedSlice', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/strided_slice_1'.
[SSAConverter] [603/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/sub'.
[SSAConverter] [604/643] Converting op type: 'Mul', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/mul'.
[SSAConverter] [605/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add'.
[SSAConverter] [606/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add_2'.
[SSAConverter] [607/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/sub_1'.
[SSAConverter] [608/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/sub_3'.
[SSAConverter] [609/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add_1'.
[SSAConverter] [610/643] Converting op type: 'AddV2', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/add_3'.
[SSAConverter] [611/643] Converting op type: 'Pack', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/stack', output_shape: (4,).
[SSAConverter] [612/643] Converting op type: 'Conv2DBackpropInput', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/conv2d_transpose', output_shape: (-1, 256, -1, -1).
[SSAConverter] [613/643] Converting op type: 'Transpose', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/conv/conv2d_transpose_to_nhwc', output_shape: (-1, -1, -1, 256).
[SSAConverter] [614/643] Converting op type: 'StridedSlice', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/conv/crop/strided_slice', output_shape: (-1, -2, -2, 256).
[SSAConverter] [615/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/FusedBatchNormV3/Sub', output_shape: (-1, -2, -2, 256).
[SSAConverter] [616/643] Converting op type: 'Mul', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/FusedBatchNormV3/Mul_0', output_shape: (-1, -2, -2, 256).
[SSAConverter] [617/643] Converting op type: 'Add', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/bn/FusedBatchNormV3/Add', output_shape: (-1, -2, -2, 256).
[SSAConverter] [618/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/re_lu_153/Relu', output_shape: (-1, -2, -2, 256).
[SSAConverter] [619/643] Converting op type: 'Shape', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/Shape', output_shape: (4,).
[SSAConverter] [620/643] Converting op type: 'Transpose', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit1/StatefulPartitionedCall/re_lu_153/Relu_to_nchw', output_shape: (-1, 256, -2, -2).
[SSAConverter] [621/643] Converting op type: 'StridedSlice', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/strided_slice'.
[SSAConverter] [622/643] Converting op type: 'Pack', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/stack', output_shape: (4,).
[SSAConverter] [623/643] Converting op type: 'Conv2DBackpropInput', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/conv2d_transpose', output_shape: (-1, 256, -1, -1).
[SSAConverter] [624/643] Converting op type: 'Transpose', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/conv/conv2d_transpose_to_nhwc', output_shape: (-1, -1, -1, 256).
[SSAConverter] [625/643] Converting op type: 'StridedSlice', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/conv/crop/strided_slice', output_shape: (-1, -2, -2, 256).
[SSAConverter] [626/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/bn/FusedBatchNormV3/Sub', output_shape: (-1, -2, -2, 256).
[SSAConverter] [627/643] Converting op type: 'Mul', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/bn/FusedBatchNormV3/Mul_0', output_shape: (-1, -2, -2, 256).
[SSAConverter] [628/643] Converting op type: 'Add', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/bn/FusedBatchNormV3/Add', output_shape: (-1, -2, -2, 256).
[SSAConverter] [629/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/re_lu_154/Relu', output_shape: (-1, -2, -2, 256).
[SSAConverter] [630/643] Converting op type: 'Shape', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/Shape', output_shape: (4,).
[SSAConverter] [631/643] Converting op type: 'Transpose', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit2/StatefulPartitionedCall/re_lu_154/Relu_to_nchw', output_shape: (-1, 256, -2, -2).
[SSAConverter] [632/643] Converting op type: 'StridedSlice', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/strided_slice'.
[SSAConverter] [633/643] Converting op type: 'Pack', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/stack', output_shape: (4,).
[SSAConverter] [634/643] Converting op type: 'Conv2DBackpropInput', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/conv2d_transpose', output_shape: (-1, 256, -1, -1).
[SSAConverter] [635/643] Converting op type: 'Transpose', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/conv/conv2d_transpose_to_nhwc', output_shape: (-1, -1, -1, 256).
[SSAConverter] [636/643] Converting op type: 'StridedSlice', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/conv/crop/strided_slice', output_shape: (-1, -2, -2, 256).
[SSAConverter] [637/643] Converting op type: 'Sub', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/bn/FusedBatchNormV3/Sub', output_shape: (-1, -2, -2, 256).
[SSAConverter] [638/643] Converting op type: 'Mul', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/bn/FusedBatchNormV3/Mul_0', output_shape: (-1, -2, -2, 256).
[SSAConverter] [639/643] Converting op type: 'Add', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/bn/FusedBatchNormV3/Add', output_shape: (-1, -2, -2, 256).
[SSAConverter] [640/643] Converting op type: 'Relu', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/re_lu_155/Relu', output_shape: (-1, -2, -2, 256).
[SSAConverter] [641/643] Converting op type: 'Transpose', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/unit3/StatefulPartitionedCall/re_lu_155/Relu_to_nchw', output_shape: (-1, 256, -2, -2).
[SSAConverter] [642/643] Converting op type: 'Conv2D', name: 'simple_pose/StatefulPartitionedCall/StatefulPartitionedCall/decoder/StatefulPartitionedCall/final_block/StatefulPartitionedCall/conv/Conv2D', output_shape: (-1, 14, -2, -2).
[SSAConverter] [643/643] Converting op type: 'Transpose', name: 'Identity', output_shape: (-1, -2, -2, 14).
v4.0b1 log example
Running TensorFlow Graph Passes: 100%|鈻堚枅鈻堚枅鈻堚枅鈻堚枅鈻堚枅| 5/5 [00:00<00:00, 14.93 passes/s]
Converting Frontend ==> MIL Ops: 100%|鈻堚枅鈻堚枅鈻堚枅鈻堚枅鈻堚枅| 936/936 [00:23<00:00, 39.87 ops/s]
Running MIL optimization passes: 100%|鈻堚枅鈻堚枅鈻堚枅鈻堚枅鈻堚枅| 13/13 [00:44<00:00, 3.42s/ passes]
Translating MIL ==> MLModel Ops: 100%|鈻堚枅鈻堚枅鈻堚枅鈻堚枅鈻堚枅| 1318/1318 [00:00<00:00, 11717.75 ops/s]
System Information
- python==3.6
- coremltools==4.0b1
- tensorflow==2.2.0
tucan9389
All 4 comments
Agreed that it would be nice to have "verbose=True" conversion mode in v4.
In the meantime, without any guarantees for correctness or completeness, I augment the converter code in file
coremltools/converters/mil/frontend/torch/ops.py
This was used in Issue #768. See its log. To get the shape as well, I modified the patch as
diff --git a/coremltools/converters/mil/frontend/torch/ops.py b/coremltools/converters/mil/frontend/torch/ops.py
index d43e726..0559c78 100644
--- a/coremltools/converters/mil/frontend/torch/ops.py
+++ b/coremltools/converters/mil/frontend/torch/ops.py
@@ -47,6 +47,14 @@ def convert_nodes(context, graph):
for node in _tqdm(graph.nodes, desc="Converting Frontend ==> MIL Ops", unit=" ops"):
_add_op = _TORCH_OPS_REGISTRY.get(node.kind, None)
_logging.info("Converting op {} : {}".format(node.name, node.kind))
- if 1:
- myshape ="n/a"
- myinputs = _get_inputs(context, node)
- if len(myinputs) > 0:
- myshape = str(myinputs[0].shape)
- print ("Converting op {} : {} : shape = {}".format(node.name, node.kind, myshape))
if _add_op is None:
raise RuntimeError(
"PyTorch convert function for op '{}' not implemented.".format(node.kind)
Which produces e.g.
Converting Frontend ==> MIL Ops: 0%| | 0/6 [00:00
Converting op 13 : constant : shape = n/a
Converting op 14 : constant : shape = n/a
Converting op 15 : constant : shape = n/a
Converting op 16 : constant : shape = n/a
Converting op 11 : constant : shape = n/a
Converting op 12 : max_pool2d : shape = (1, 1, 28, 28)
Hope that helps.
Maybe someone else knows how to integrate it via
ct.convert(, ... verbose=True)
leovinus2001
on 26 Jul 2020
❤1
👍1
@leovinus2001
I love this feature! Do you have any plan to PR this on not only Frontend of Pytorch ops but also other Frontend ops and MIL ops of the other training frameworks? If you have been doing, I would want to participate in it!
tucan9389
on 26 Jul 2020
Hi, as I am busy with filing bugs :) I have no plans for a PR on the "verbose" feature. If you want to lead then I encourage you to open a feature request such that we have a place to discuss with the engineers on scope and functionality, and for all of us to pitch in as well.
leovinus2001
on 26 Jul 2020
Okay, I'll try it in my rest time. If I make PR, I'll mention. Thank you for sharing your snippet.
tucan9389
on 27 Jul 2020
👍1
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Most helpful comment
Agreed that it would be nice to have "verbose=True" conversion mode in v4.
In the meantime, without any guarantees for correctness or completeness, I augment the converter code in file
coremltools/converters/mil/frontend/torch/ops.py
This was used in Issue #768. See its log. To get the shape as well, I modified the patch as
diff --git a/coremltools/converters/mil/frontend/torch/ops.py b/coremltools/converters/mil/frontend/torch/ops.py
index d43e726..0559c78 100644
--- a/coremltools/converters/mil/frontend/torch/ops.py
+++ b/coremltools/converters/mil/frontend/torch/ops.py
@@ -47,6 +47,14 @@ def convert_nodes(context, graph):
for node in _tqdm(graph.nodes, desc="Converting Frontend ==> MIL Ops", unit=" ops"):
_add_op = _TORCH_OPS_REGISTRY.get(node.kind, None)
_logging.info("Converting op {} : {}".format(node.name, node.kind))
if _add_op is None:
raise RuntimeError(
"PyTorch convert function for op '{}' not implemented.".format(node.kind)
Which produces e.g.
Converting Frontend ==> MIL Ops: 0%| | 0/6 [00:00 Converting op 13 : constant : shape = n/a
Converting op 14 : constant : shape = n/a
Converting op 15 : constant : shape = n/a
Converting op 16 : constant : shape = n/a
Converting op 11 : constant : shape = n/a
Converting op 12 : max_pool2d : shape = (1, 1, 28, 28)
Hope that helps.
Maybe someone else knows how to integrate it via
ct.convert(, ... verbose=True)