Input: (?, 64, 1024, 1)
cnn-1: [None, 64, 1024, 64]
bn-1: [None, 64, 1024, 64]
relu-1: [None, 64, 1024, 64]
maxpool-1: [None, 32, 512, 64]
cnn-2: [None, 32, 512, 128]
bn-2: [None, 32, 512, 128]
relu-2: [None, 32, 512, 128]
maxpool-2: [None, 16, 256, 128]
cnn-3: [None, 16, 256, 128]
bn-3: [None, 16, 256, 128]
relu-3: [None, 16, 256, 128]
maxpool-3: [None, 8, 128, 128]
cnn-4: [None, 8, 128, 256]
bn-4: [None, 8, 128, 256]
relu-4: [None, 8, 128, 256]
maxpool-4: [None, 4, 64, 256]
cnn-5: [None, 4, 64, 256]
bn-5: [None, 4, 64, 256]
relu-5: [None, 4, 64, 256]
maxpool-5: [None, 2, 32, 256]
lstm-input: [None, 32, 512]
lstm-output: [None, 32, 64]
lstm-output-reshaped: [None, 64]
fully-connected: [None, 94]
reshaped_logits: [None, None, 94]
transposed_logits: [None, None, 94]