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本帖最后由 CUICUI 于 2018427 16:57 编辑
就是我的电脑性能比github tensorflow/model/deeplab/g3doc/model_zoo.md 里面说明采用的电脑性能还要好一些，也采用avx加速了，然后其他参数模型都一样的情况下，我运行出来的速度是600 ms 官方给出的是 100ms
deeplabv3 mobilenetv2 ;mobilenetv2_coco_voc_trainaug runtime 0.1 sec can not achieve,all the peremeters is the same with the original; my runtime is 600ms more ,my compute is i7cpu 4.2Ghz 16GB
==================Model Analysis Report====================== Doc:
scope: The nodes in the model graph are organized by their names, which is hierarchical like filesystem.
requested bytes: The memory requested by the operation, accumulatively.
total execution time: Sum of accelerator execution time and cpu execution time.
cpu execution time: The time from the start to the end of the operation. It's the sum of actual cpu run time plus the time that it spends waiting if part of computation is launched asynchronously.
accelerator execution time: Time spent executing on the accelerator. This is normally measured by the actual hardware library. Profile:
node name  requested bytes  total execution time  accelerator execution time  cpu execution time
_TFProfRoot (/421.19MB, /654.30ms, /0us, /654.30ms)
ArgMax (2.11MB/2.11MB, 5.00ms/5.00ms, 0us/0us, 5.00ms/5.00ms)
AvgPool2D (0B/1.28KB, 0us/1us, 0us/0us, 0us/1us)
AvgPool2D/AvgPool (1.28KB/1.28KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2 (0B/229.32MB, 0us/621.27ms, 0us/0us, 0us/621.27ms)
MobilenetV2/Conv (0B/8.46MB, 0us/72.00ms, 0us/0us, 0us/72.00ms)
MobilenetV2/Conv/BatchNorm (0B/1.02KB, 0us/50.00ms, 0us/0us, 0us/50.00ms)
MobilenetV2/Conv/BatchNorm/FusedBatchNorm (512B/512B, 50.00ms/50.00ms, 0us/0us, 50.00ms/50.00ms)
MobilenetV2/Conv/BatchNorm/beta (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/Conv/BatchNorm/gamma (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/Conv/BatchNorm/moving_mean (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/Conv/BatchNorm/moving_variance (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/Conv/Conv2D (8.45MB/8.45MB, 22.00ms/22.00ms, 0us/0us, 22.00ms/22.00ms)
MobilenetV2/Conv/weights (3.46KB/3.46KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv (0B/12.88MB, 0us/50.01ms, 0us/0us, 0us/50.01ms)
MobilenetV2/expanded_conv/depthwise (0B/8.65MB, 0us/33.01ms, 0us/0us, 0us/33.01ms)
MobilenetV2/expanded_conv/depthwise/BatchNorm (0B/1.02KB, 0us/30.00ms, 0us/0us, 0us/30.00ms)
MobilenetV2/expanded_conv/depthwise/BatchNorm/FusedBatchNorm (512B/512B, 30.00ms/30.00ms, 0us/0us, 30.00ms/30.00ms)
MobilenetV2/expanded_conv/depthwise/BatchNorm/beta (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/depthwise/BatchNorm/gamma (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/depthwise/BatchNorm/moving_mean (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/depthwise/BatchNorm/moving_variance (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/depthwise/depthwise (8.65MB/8.65MB, 3.00ms/3.00ms, 0us/0us, 3.00ms/3.00ms)
MobilenetV2/expanded_conv/depthwise/depthwise_weights (1.15KB/1.15KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/project (0B/4.23MB, 0us/17.00ms, 0us/0us, 0us/17.00ms)
MobilenetV2/expanded_conv/project/BatchNorm (0B/512B, 0us/15.00ms, 0us/0us, 0us/15.00ms)
MobilenetV2/expanded_conv/project/BatchNorm/FusedBatchNorm (256B/256B, 15.00ms/15.00ms, 0us/0us, 15.00ms/15.00ms)
MobilenetV2/expanded_conv/project/BatchNorm/beta (64B/64B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/project/BatchNorm/gamma (64B/64B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/project/BatchNorm/moving_mean (64B/64B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/project/BatchNorm/moving_variance (64B/64B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv/project/Conv2D (4.23MB/4.23MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv/project/weights (2.05KB/2.05KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1 (0B/34.27MB, 0us/117.02ms, 0us/0us, 0us/117.02ms)
MobilenetV2/expanded_conv_1/depthwise (0B/7.29MB, 0us/22.00ms, 0us/0us, 0us/22.00ms)
MobilenetV2/expanded_conv_1/depthwise/BatchNorm (0B/3.07KB, 0us/20.00ms, 0us/0us, 0us/20.00ms)
MobilenetV2/expanded_conv_1/depthwise/BatchNorm/FusedBatchNorm (1.54KB/1.54KB, 20.00ms/20.00ms, 0us/0us, 20.00ms/20.00ms)
MobilenetV2/expanded_conv_1/depthwise/BatchNorm/beta (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/depthwise/BatchNorm/gamma (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/depthwise/BatchNorm/moving_mean (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/depthwise/BatchNorm/moving_variance (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/depthwise/depthwise (7.28MB/7.28MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_1/depthwise/depthwise_weights (3.46KB/3.46KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/expand (0B/25.37MB, 0us/87.00ms, 0us/0us, 0us/87.00ms)
MobilenetV2/expanded_conv_1/expand/BatchNorm (0B/3.07KB, 0us/80.00ms, 0us/0us, 0us/80.00ms)
MobilenetV2/expanded_conv_1/expand/BatchNorm/FusedBatchNorm (1.54KB/1.54KB, 80.00ms/80.00ms, 0us/0us, 80.00ms/80.00ms)
MobilenetV2/expanded_conv_1/expand/BatchNorm/beta (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/expand/BatchNorm/gamma (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/expand/BatchNorm/moving_mean (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/expand/BatchNorm/moving_variance (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/expand/Conv2D (25.36MB/25.36MB, 7.00ms/7.00ms, 0us/0us, 7.00ms/7.00ms)
MobilenetV2/expanded_conv_1/expand/weights (6.14KB/6.14KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/project (0B/1.61MB, 0us/8.01ms, 0us/0us, 0us/8.01ms)
MobilenetV2/expanded_conv_1/project/BatchNorm (0B/768B, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_1/project/BatchNorm/FusedBatchNorm (384B/384B, 6.00ms/6.00ms, 0us/0us, 6.00ms/6.00ms)
MobilenetV2/expanded_conv_1/project/BatchNorm/beta (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/project/BatchNorm/gamma (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/project/BatchNorm/moving_mean (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/project/BatchNorm/moving_variance (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_1/project/Conv2D (1.60MB/1.60MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_1/project/weights (9.22KB/9.22KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10 (0B/4.96MB, 0us/16.02ms, 0us/0us, 0us/16.02ms)
MobilenetV2/expanded_conv_10/depthwise (0B/2.61MB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_10/depthwise/BatchNorm (0B/12.29KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_10/depthwise/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_10/depthwise/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/depthwise/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/depthwise/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/depthwise/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/depthwise/depthwise (2.59MB/2.59MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_10/depthwise/depthwise_weights (13.82KB/13.82KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/expand (0B/1.78MB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_10/expand/BatchNorm (0B/12.29KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_10/expand/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_10/expand/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/expand/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/expand/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/expand/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/expand/Conv2D (1.67MB/1.67MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_10/expand/weights (98.30KB/98.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/project (0B/568.70KB, 0us/6.01ms, 0us/0us, 0us/6.01ms)
MobilenetV2/expanded_conv_10/project/BatchNorm (0B/3.07KB, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_10/project/BatchNorm/FusedBatchNorm (1.54KB/1.54KB, 6.00ms/6.00ms, 0us/0us, 6.00ms/6.00ms)
MobilenetV2/expanded_conv_10/project/BatchNorm/beta (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/project/BatchNorm/gamma (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/project/BatchNorm/moving_mean (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/project/BatchNorm/moving_variance (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/project/Conv2D (418.18KB/418.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_10/project/weights (147.46KB/147.46KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11 (0B/7.31MB, 0us/23.02ms, 0us/0us, 0us/23.02ms)
MobilenetV2/expanded_conv_11/depthwise (0B/3.92MB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_11/depthwise/BatchNorm (0B/18.43KB, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_11/depthwise/BatchNorm/FusedBatchNorm (9.22KB/9.22KB, 6.00ms/6.00ms, 0us/0us, 6.00ms/6.00ms)
MobilenetV2/expanded_conv_11/depthwise/BatchNorm/beta (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/depthwise/BatchNorm/gamma (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/depthwise/BatchNorm/moving_mean (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/depthwise/BatchNorm/moving_variance (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/depthwise/depthwise (3.88MB/3.88MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_11/depthwise/depthwise_weights (20.74KB/20.74KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/expand (0B/2.75MB, 0us/8.01ms, 0us/0us, 0us/8.01ms)
MobilenetV2/expanded_conv_11/expand/BatchNorm (0B/18.43KB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_11/expand/BatchNorm/FusedBatchNorm (9.22KB/9.22KB, 7.00ms/7.00ms, 0us/0us, 7.00ms/7.00ms)
MobilenetV2/expanded_conv_11/expand/BatchNorm/beta (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/expand/BatchNorm/gamma (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/expand/BatchNorm/moving_mean (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/expand/BatchNorm/moving_variance (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/expand/Conv2D (2.51MB/2.51MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_11/expand/weights (221.18KB/221.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/project (0B/642.43KB, 0us/8.01ms, 0us/0us, 0us/8.01ms)
MobilenetV2/expanded_conv_11/project/BatchNorm (0B/3.07KB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_11/project/BatchNorm/FusedBatchNorm (1.54KB/1.54KB, 7.00ms/7.00ms, 0us/0us, 7.00ms/7.00ms)
MobilenetV2/expanded_conv_11/project/BatchNorm/beta (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/project/BatchNorm/gamma (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/project/BatchNorm/moving_mean (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/project/BatchNorm/moving_variance (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_11/project/Conv2D (418.18KB/418.18KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_11/project/weights (221.18KB/221.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12 (0B/7.31MB, 0us/22.02ms, 0us/0us, 0us/22.02ms)
MobilenetV2/expanded_conv_12/depthwise (0B/3.92MB, 0us/8.01ms, 0us/0us, 0us/8.01ms)
MobilenetV2/expanded_conv_12/depthwise/BatchNorm (0B/18.43KB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_12/depthwise/BatchNorm/FusedBatchNorm (9.22KB/9.22KB, 7.00ms/7.00ms, 0us/0us, 7.00ms/7.00ms)
MobilenetV2/expanded_conv_12/depthwise/BatchNorm/beta (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/depthwise/BatchNorm/gamma (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/depthwise/BatchNorm/moving_mean (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/depthwise/BatchNorm/moving_variance (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/depthwise/depthwise (3.88MB/3.88MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_12/depthwise/depthwise_weights (20.74KB/20.74KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/expand (0B/2.75MB, 0us/7.01ms, 0us/0us, 0us/7.01ms)
MobilenetV2/expanded_conv_12/expand/BatchNorm (0B/18.43KB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_12/expand/BatchNorm/FusedBatchNorm (9.22KB/9.22KB, 7.00ms/7.00ms, 0us/0us, 7.00ms/7.00ms)
MobilenetV2/expanded_conv_12/expand/BatchNorm/beta (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/expand/BatchNorm/gamma (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/expand/BatchNorm/moving_mean (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/expand/BatchNorm/moving_variance (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/expand/Conv2D (2.51MB/2.51MB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/expand/weights (221.18KB/221.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/project (0B/642.43KB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_12/project/BatchNorm (0B/3.07KB, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_12/project/BatchNorm/FusedBatchNorm (1.54KB/1.54KB, 6.00ms/6.00ms, 0us/0us, 6.00ms/6.00ms)
MobilenetV2/expanded_conv_12/project/BatchNorm/beta (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/project/BatchNorm/gamma (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/project/BatchNorm/moving_mean (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/project/BatchNorm/moving_variance (384B/384B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_12/project/Conv2D (418.18KB/418.18KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_12/project/weights (221.18KB/221.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13 (0B/7.74MB, 0us/17.02ms, 0us/0us, 0us/17.02ms)
MobilenetV2/expanded_conv_13/depthwise (0B/3.92MB, 0us/8.01ms, 0us/0us, 0us/8.01ms)
MobilenetV2/expanded_conv_13/depthwise/BatchNorm (0B/18.43KB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_13/depthwise/BatchNorm/FusedBatchNorm (9.22KB/9.22KB, 7.00ms/7.00ms, 0us/0us, 7.00ms/7.00ms)
MobilenetV2/expanded_conv_13/depthwise/BatchNorm/beta (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/depthwise/BatchNorm/gamma (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/depthwise/BatchNorm/moving_mean (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/depthwise/BatchNorm/moving_variance (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/depthwise/depthwise (3.88MB/3.88MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_13/depthwise/depthwise_weights (20.74KB/20.74KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/expand (0B/2.75MB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_13/expand/BatchNorm (0B/18.43KB, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_13/expand/BatchNorm/FusedBatchNorm (9.22KB/9.22KB, 6.00ms/6.00ms, 0us/0us, 6.00ms/6.00ms)
MobilenetV2/expanded_conv_13/expand/BatchNorm/beta (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/expand/BatchNorm/gamma (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/expand/BatchNorm/moving_mean (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/expand/BatchNorm/moving_variance (2.30KB/2.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/expand/Conv2D (2.51MB/2.51MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_13/expand/weights (221.18KB/221.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/project (0B/1.07MB, 0us/2.00ms, 0us/0us, 0us/2.00ms)
MobilenetV2/expanded_conv_13/project/BatchNorm (0B/5.12KB, 0us/1.00ms, 0us/0us, 0us/1.00ms)
MobilenetV2/expanded_conv_13/project/BatchNorm/FusedBatchNorm (2.56KB/2.56KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_13/project/BatchNorm/beta (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/project/BatchNorm/gamma (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/project/BatchNorm/moving_mean (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/project/BatchNorm/moving_variance (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_13/project/Conv2D (696.96KB/696.96KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_13/project/weights (368.64KB/368.64KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14 (0B/25.07MB, 0us/32.02ms, 0us/0us, 0us/32.02ms)
MobilenetV2/expanded_conv_14/depthwise (0B/18.93MB, 0us/16.00ms, 0us/0us, 0us/16.00ms)
MobilenetV2/expanded_conv_14/depthwise/BatchNorm (0B/30.72KB, 0us/12.00ms, 0us/0us, 0us/12.00ms)
MobilenetV2/expanded_conv_14/depthwise/BatchNorm/FusedBatchNorm (15.36KB/15.36KB, 12.00ms/12.00ms, 0us/0us, 12.00ms/12.00ms)
MobilenetV2/expanded_conv_14/depthwise/BatchNorm/beta (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/depthwise/BatchNorm/gamma (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/depthwise/BatchNorm/moving_mean (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/depthwise/BatchNorm/moving_variance (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/depthwise/depthwise (9.14MB/18.87MB, 1.00ms/4.00ms, 0us/0us, 1.00ms/4.00ms)
MobilenetV2/expanded_conv_14/depthwise/depthwise/BatchToSpaceND (4.18MB/4.18MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_14/depthwise/depthwise/SpaceToBatchND (5.54MB/5.54MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_14/depthwise/depthwise_weights (34.56KB/34.56KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/expand (0B/4.83MB, 0us/13.01ms, 0us/0us, 0us/13.01ms)
MobilenetV2/expanded_conv_14/expand/BatchNorm (0B/30.72KB, 0us/11.00ms, 0us/0us, 0us/11.00ms)
MobilenetV2/expanded_conv_14/expand/BatchNorm/FusedBatchNorm (15.36KB/15.36KB, 11.00ms/11.00ms, 0us/0us, 11.00ms/11.00ms)
MobilenetV2/expanded_conv_14/expand/BatchNorm/beta (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/expand/BatchNorm/gamma (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/expand/BatchNorm/moving_mean (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/expand/BatchNorm/moving_variance (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/expand/Conv2D (4.18MB/4.18MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_14/expand/weights (614.40KB/614.40KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/project (0B/1.32MB, 0us/3.00ms, 0us/0us, 0us/3.00ms)
MobilenetV2/expanded_conv_14/project/BatchNorm (0B/5.12KB, 0us/2.00ms, 0us/0us, 0us/2.00ms)
MobilenetV2/expanded_conv_14/project/BatchNorm/FusedBatchNorm (2.56KB/2.56KB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_14/project/BatchNorm/beta (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/project/BatchNorm/gamma (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/project/BatchNorm/moving_mean (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/project/BatchNorm/moving_variance (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_14/project/Conv2D (696.96KB/696.96KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_14/project/weights (614.40KB/614.40KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15 (0B/25.07MB, 0us/31.02ms, 0us/0us, 0us/31.02ms)
MobilenetV2/expanded_conv_15/depthwise (0B/18.93MB, 0us/15.01ms, 0us/0us, 0us/15.01ms)
MobilenetV2/expanded_conv_15/depthwise/BatchNorm (0B/30.72KB, 0us/11.00ms, 0us/0us, 0us/11.00ms)
MobilenetV2/expanded_conv_15/depthwise/BatchNorm/FusedBatchNorm (15.36KB/15.36KB, 11.00ms/11.00ms, 0us/0us, 11.00ms/11.00ms)
MobilenetV2/expanded_conv_15/depthwise/BatchNorm/beta (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/depthwise/BatchNorm/gamma (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/depthwise/BatchNorm/moving_mean (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/depthwise/BatchNorm/moving_variance (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/depthwise/depthwise (9.14MB/18.87MB, 1.00ms/4.00ms, 0us/0us, 1.00ms/4.00ms)
MobilenetV2/expanded_conv_15/depthwise/depthwise/BatchToSpaceND (4.18MB/4.18MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_15/depthwise/depthwise/BatchToSpaceND/crops (16B/16B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/depthwise/depthwise/SpaceToBatchND (5.54MB/5.54MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_15/depthwise/depthwise/SpaceToBatchND/block_shape (8B/8B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/depthwise/depthwise/SpaceToBatchND/paddings (16B/16B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/depthwise/depthwise_weights (34.56KB/34.56KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/expand (0B/4.83MB, 0us/12.01ms, 0us/0us, 0us/12.01ms)
MobilenetV2/expanded_conv_15/expand/BatchNorm (0B/30.72KB, 0us/11.00ms, 0us/0us, 0us/11.00ms)
MobilenetV2/expanded_conv_15/expand/BatchNorm/FusedBatchNorm (15.36KB/15.36KB, 11.00ms/11.00ms, 0us/0us, 11.00ms/11.00ms)
MobilenetV2/expanded_conv_15/expand/BatchNorm/beta (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/expand/BatchNorm/gamma (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/expand/BatchNorm/moving_mean (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/expand/BatchNorm/moving_variance (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/expand/Conv2D (4.18MB/4.18MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_15/expand/weights (614.40KB/614.40KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/project (0B/1.32MB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_15/project/BatchNorm (0B/5.12KB, 0us/2.00ms, 0us/0us, 0us/2.00ms)
MobilenetV2/expanded_conv_15/project/BatchNorm/FusedBatchNorm (2.56KB/2.56KB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_15/project/BatchNorm/beta (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/project/BatchNorm/gamma (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/project/BatchNorm/moving_mean (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/project/BatchNorm/moving_variance (640B/640B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_15/project/Conv2D (696.96KB/696.96KB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_15/project/weights (614.40KB/614.40KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16 (0B/26.39MB, 0us/33.02ms, 0us/0us, 0us/33.02ms)
MobilenetV2/expanded_conv_16/depthwise (0B/18.93MB, 0us/14.01ms, 0us/0us, 0us/14.01ms)
MobilenetV2/expanded_conv_16/depthwise/BatchNorm (0B/30.72KB, 0us/11.00ms, 0us/0us, 0us/11.00ms)
MobilenetV2/expanded_conv_16/depthwise/BatchNorm/FusedBatchNorm (15.36KB/15.36KB, 11.00ms/11.00ms, 0us/0us, 11.00ms/11.00ms)
MobilenetV2/expanded_conv_16/depthwise/BatchNorm/beta (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/depthwise/BatchNorm/gamma (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/depthwise/BatchNorm/moving_mean (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/depthwise/BatchNorm/moving_variance (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/depthwise/depthwise (9.14MB/18.87MB, 1.00ms/3.00ms, 0us/0us, 1.00ms/3.00ms)
MobilenetV2/expanded_conv_16/depthwise/depthwise/BatchToSpaceND (4.18MB/4.18MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_16/depthwise/depthwise/SpaceToBatchND (5.54MB/5.54MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_16/depthwise/depthwise_weights (34.56KB/34.56KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/expand (0B/4.83MB, 0us/13.01ms, 0us/0us, 0us/13.01ms)
MobilenetV2/expanded_conv_16/expand/BatchNorm (0B/30.72KB, 0us/12.00ms, 0us/0us, 0us/12.00ms)
MobilenetV2/expanded_conv_16/expand/BatchNorm/FusedBatchNorm (15.36KB/15.36KB, 12.00ms/12.00ms, 0us/0us, 12.00ms/12.00ms)
MobilenetV2/expanded_conv_16/expand/BatchNorm/beta (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/expand/BatchNorm/gamma (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/expand/BatchNorm/moving_mean (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/expand/BatchNorm/moving_variance (3.84KB/3.84KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/expand/Conv2D (4.18MB/4.18MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_16/expand/weights (614.40KB/614.40KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/project (0B/2.63MB, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_16/project/BatchNorm (0B/10.24KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_16/project/BatchNorm/FusedBatchNorm (5.12KB/5.12KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_16/project/BatchNorm/beta (1.28KB/1.28KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/project/BatchNorm/gamma (1.28KB/1.28KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/project/BatchNorm/moving_mean (1.28KB/1.28KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/project/BatchNorm/moving_variance (1.28KB/1.28KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_16/project/Conv2D (1.39MB/1.39MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_16/project/weights (1.23MB/1.23MB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2 (0B/22.15MB, 0us/66.02ms, 0us/0us, 0us/66.02ms)
MobilenetV2/expanded_conv_2/depthwise (0B/10.93MB, 0us/29.00ms, 0us/0us, 0us/29.00ms)
MobilenetV2/expanded_conv_2/depthwise/BatchNorm (0B/4.61KB, 0us/26.00ms, 0us/0us, 0us/26.00ms)
MobilenetV2/expanded_conv_2/depthwise/BatchNorm/FusedBatchNorm (2.30KB/2.30KB, 26.00ms/26.00ms, 0us/0us, 26.00ms/26.00ms)
MobilenetV2/expanded_conv_2/depthwise/BatchNorm/beta (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/depthwise/BatchNorm/gamma (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/depthwise/BatchNorm/moving_mean (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/depthwise/BatchNorm/moving_variance (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/depthwise/depthwise (10.92MB/10.92MB, 3.00ms/3.00ms, 0us/0us, 3.00ms/3.00ms)
MobilenetV2/expanded_conv_2/depthwise/depthwise_weights (5.18KB/5.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/expand (0B/9.60MB, 0us/30.00ms, 0us/0us, 0us/30.00ms)
MobilenetV2/expanded_conv_2/expand/BatchNorm (0B/4.61KB, 0us/28.00ms, 0us/0us, 0us/28.00ms)
MobilenetV2/expanded_conv_2/expand/BatchNorm/FusedBatchNorm (2.30KB/2.30KB, 28.00ms/28.00ms, 0us/0us, 28.00ms/28.00ms)
MobilenetV2/expanded_conv_2/expand/BatchNorm/beta (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/expand/BatchNorm/gamma (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/expand/BatchNorm/moving_mean (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/expand/BatchNorm/moving_variance (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/expand/Conv2D (9.59MB/9.59MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_2/expand/weights (13.82KB/13.82KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/project (0B/1.61MB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_2/project/BatchNorm (0B/768B, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_2/project/BatchNorm/FusedBatchNorm (384B/384B, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_2/project/BatchNorm/beta (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/project/BatchNorm/gamma (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/project/BatchNorm/moving_mean (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/project/BatchNorm/moving_variance (96B/96B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_2/project/Conv2D (1.60MB/1.60MB, 3.00ms/3.00ms, 0us/0us, 3.00ms/3.00ms)
MobilenetV2/expanded_conv_2/project/weights (13.82KB/13.82KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3 (0B/12.84MB, 0us/38.02ms, 0us/0us, 0us/38.02ms)
MobilenetV2/expanded_conv_3/depthwise (0B/2.67MB, 0us/8.01ms, 0us/0us, 0us/8.01ms)
MobilenetV2/expanded_conv_3/depthwise/BatchNorm (0B/4.61KB, 0us/7.00ms, 0us/0us, 0us/7.00ms)
MobilenetV2/expanded_conv_3/depthwise/BatchNorm/FusedBatchNorm (2.30KB/2.30KB, 7.00ms/7.00ms, 0us/0us, 7.00ms/7.00ms)
MobilenetV2/expanded_conv_3/depthwise/BatchNorm/beta (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/depthwise/BatchNorm/gamma (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/depthwise/BatchNorm/moving_mean (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/depthwise/BatchNorm/moving_variance (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/depthwise/depthwise (2.66MB/2.66MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_3/depthwise/depthwise_weights (5.18KB/5.18KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/expand (0B/9.60MB, 0us/28.00ms, 0us/0us, 0us/28.00ms)
MobilenetV2/expanded_conv_3/expand/BatchNorm (0B/4.61KB, 0us/25.00ms, 0us/0us, 0us/25.00ms)
MobilenetV2/expanded_conv_3/expand/BatchNorm/FusedBatchNorm (2.30KB/2.30KB, 25.00ms/25.00ms, 0us/0us, 25.00ms/25.00ms)
MobilenetV2/expanded_conv_3/expand/BatchNorm/beta (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/expand/BatchNorm/gamma (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/expand/BatchNorm/moving_mean (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/expand/BatchNorm/moving_variance (576B/576B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/expand/Conv2D (9.59MB/9.59MB, 3.00ms/3.00ms, 0us/0us, 3.00ms/3.00ms)
MobilenetV2/expanded_conv_3/expand/weights (13.82KB/13.82KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/project (0B/560.26KB, 0us/2.00ms, 0us/0us, 0us/2.00ms)
MobilenetV2/expanded_conv_3/project/BatchNorm (0B/1.02KB, 0us/1.00ms, 0us/0us, 0us/1.00ms)
MobilenetV2/expanded_conv_3/project/BatchNorm/FusedBatchNorm (512B/512B, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_3/project/BatchNorm/beta (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/project/BatchNorm/gamma (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/project/BatchNorm/moving_mean (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/project/BatchNorm/moving_variance (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_3/project/Conv2D (540.80KB/540.80KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_3/project/weights (18.43KB/18.43KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4 (0B/8.00MB, 0us/21.02ms, 0us/0us, 0us/21.02ms)
MobilenetV2/expanded_conv_4/depthwise (0B/4.16MB, 0us/9.01ms, 0us/0us, 0us/9.01ms)
MobilenetV2/expanded_conv_4/depthwise/BatchNorm (0B/6.14KB, 0us/8.00ms, 0us/0us, 0us/8.00ms)
MobilenetV2/expanded_conv_4/depthwise/BatchNorm/FusedBatchNorm (3.07KB/3.07KB, 8.00ms/8.00ms, 0us/0us, 8.00ms/8.00ms)
MobilenetV2/expanded_conv_4/depthwise/BatchNorm/beta (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/depthwise/BatchNorm/gamma (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/depthwise/BatchNorm/moving_mean (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/depthwise/BatchNorm/moving_variance (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/depthwise/depthwise (4.14MB/4.14MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_4/depthwise/depthwise_weights (6.91KB/6.91KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/expand (0B/3.28MB, 0us/10.01ms, 0us/0us, 0us/10.01ms)
MobilenetV2/expanded_conv_4/expand/BatchNorm (0B/6.14KB, 0us/8.00ms, 0us/0us, 0us/8.00ms)
MobilenetV2/expanded_conv_4/expand/BatchNorm/FusedBatchNorm (3.07KB/3.07KB, 8.00ms/8.00ms, 0us/0us, 8.00ms/8.00ms)
MobilenetV2/expanded_conv_4/expand/BatchNorm/beta (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/expand/BatchNorm/gamma (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/expand/BatchNorm/moving_mean (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/expand/BatchNorm/moving_variance (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/expand/Conv2D (3.24MB/3.24MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_4/expand/weights (24.58KB/24.58KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/project (0B/566.40KB, 0us/2.00ms, 0us/0us, 0us/2.00ms)
MobilenetV2/expanded_conv_4/project/BatchNorm (0B/1.02KB, 0us/1.00ms, 0us/0us, 0us/1.00ms)
MobilenetV2/expanded_conv_4/project/BatchNorm/FusedBatchNorm (512B/512B, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_4/project/BatchNorm/beta (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/project/BatchNorm/gamma (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/project/BatchNorm/moving_mean (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/project/BatchNorm/moving_variance (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_4/project/Conv2D (540.80KB/540.80KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_4/project/weights (24.58KB/24.58KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5 (0B/8.00MB, 0us/23.02ms, 0us/0us, 0us/23.02ms)
MobilenetV2/expanded_conv_5/depthwise (0B/4.16MB, 0us/10.01ms, 0us/0us, 0us/10.01ms)
MobilenetV2/expanded_conv_5/depthwise/BatchNorm (0B/6.14KB, 0us/9.00ms, 0us/0us, 0us/9.00ms)
MobilenetV2/expanded_conv_5/depthwise/BatchNorm/FusedBatchNorm (3.07KB/3.07KB, 9.00ms/9.00ms, 0us/0us, 9.00ms/9.00ms)
MobilenetV2/expanded_conv_5/depthwise/BatchNorm/beta (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/depthwise/BatchNorm/gamma (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/depthwise/BatchNorm/moving_mean (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/depthwise/BatchNorm/moving_variance (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/depthwise/depthwise (4.14MB/4.14MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_5/depthwise/depthwise_weights (6.91KB/6.91KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/expand (0B/3.28MB, 0us/10.01ms, 0us/0us, 0us/10.01ms)
MobilenetV2/expanded_conv_5/expand/BatchNorm (0B/6.14KB, 0us/9.00ms, 0us/0us, 0us/9.00ms)
MobilenetV2/expanded_conv_5/expand/BatchNorm/FusedBatchNorm (3.07KB/3.07KB, 9.00ms/9.00ms, 0us/0us, 9.00ms/9.00ms)
MobilenetV2/expanded_conv_5/expand/BatchNorm/beta (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/expand/BatchNorm/gamma (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/expand/BatchNorm/moving_mean (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/expand/BatchNorm/moving_variance (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/expand/Conv2D (3.24MB/3.24MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_5/expand/weights (24.58KB/24.58KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/project (0B/566.40KB, 0us/3.00ms, 0us/0us, 0us/3.00ms)
MobilenetV2/expanded_conv_5/project/BatchNorm (0B/1.02KB, 0us/2.00ms, 0us/0us, 0us/2.00ms)
MobilenetV2/expanded_conv_5/project/BatchNorm/FusedBatchNorm (512B/512B, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_5/project/BatchNorm/beta (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/project/BatchNorm/gamma (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/project/BatchNorm/moving_mean (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/project/BatchNorm/moving_variance (128B/128B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_5/project/Conv2D (540.80KB/540.80KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_5/project/weights (24.58KB/24.58KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6 (0B/4.55MB, 0us/17.02ms, 0us/0us, 0us/17.02ms)
MobilenetV2/expanded_conv_6/depthwise (0B/946.18KB, 0us/2.01ms, 0us/0us, 0us/2.01ms)
MobilenetV2/expanded_conv_6/depthwise/BatchNorm (0B/6.14KB, 0us/2.00ms, 0us/0us, 0us/2.00ms)
MobilenetV2/expanded_conv_6/depthwise/BatchNorm/FusedBatchNorm (3.07KB/3.07KB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
MobilenetV2/expanded_conv_6/depthwise/BatchNorm/beta (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/depthwise/BatchNorm/gamma (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/depthwise/BatchNorm/moving_mean (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/depthwise/BatchNorm/moving_variance (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/depthwise/depthwise (933.12KB/933.12KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/depthwise/depthwise_weights (6.91KB/6.91KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/expand (0B/3.28MB, 0us/10.01ms, 0us/0us, 0us/10.01ms)
MobilenetV2/expanded_conv_6/expand/BatchNorm (0B/6.14KB, 0us/9.00ms, 0us/0us, 0us/9.00ms)
MobilenetV2/expanded_conv_6/expand/BatchNorm/FusedBatchNorm (3.07KB/3.07KB, 9.00ms/9.00ms, 0us/0us, 9.00ms/9.00ms)
MobilenetV2/expanded_conv_6/expand/BatchNorm/beta (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/expand/BatchNorm/gamma (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/expand/BatchNorm/moving_mean (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/expand/BatchNorm/moving_variance (768B/768B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/expand/Conv2D (3.24MB/3.24MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_6/expand/weights (24.58KB/24.58KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/project (0B/329.98KB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_6/project/BatchNorm (0B/2.05KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_6/project/BatchNorm/FusedBatchNorm (1.02KB/1.02KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_6/project/BatchNorm/beta (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/project/BatchNorm/gamma (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/project/BatchNorm/moving_mean (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/project/BatchNorm/moving_variance (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_6/project/Conv2D (278.78KB/278.78KB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_6/project/weights (49.15KB/49.15KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7 (0B/4.77MB, 0us/14.02ms, 0us/0us, 0us/14.02ms)
MobilenetV2/expanded_conv_7/depthwise (0B/2.61MB, 0us/5.01ms, 0us/0us, 0us/5.01ms)
MobilenetV2/expanded_conv_7/depthwise/BatchNorm (0B/12.29KB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_7/depthwise/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 5.00ms/5.00ms, 0us/0us, 5.00ms/5.00ms)
MobilenetV2/expanded_conv_7/depthwise/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/depthwise/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/depthwise/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/depthwise/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/depthwise/depthwise (2.59MB/2.59MB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/depthwise/depthwise_weights (13.82KB/13.82KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/expand (0B/1.78MB, 0us/4.01ms, 0us/0us, 0us/4.01ms)
MobilenetV2/expanded_conv_7/expand/BatchNorm (0B/12.29KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_7/expand/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_7/expand/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/expand/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/expand/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/expand/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/expand/Conv2D (1.67MB/1.67MB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/expand/weights (98.30KB/98.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/project (0B/379.14KB, 0us/5.01ms, 0us/0us, 0us/5.01ms)
MobilenetV2/expanded_conv_7/project/BatchNorm (0B/2.05KB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_7/project/BatchNorm/FusedBatchNorm (1.02KB/1.02KB, 5.00ms/5.00ms, 0us/0us, 5.00ms/5.00ms)
MobilenetV2/expanded_conv_7/project/BatchNorm/beta (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/project/BatchNorm/gamma (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/project/BatchNorm/moving_mean (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/project/BatchNorm/moving_variance (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/project/Conv2D (278.78KB/278.78KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_7/project/weights (98.30KB/98.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8 (0B/4.77MB, 0us/15.02ms, 0us/0us, 0us/15.02ms)
MobilenetV2/expanded_conv_8/depthwise (0B/2.61MB, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_8/depthwise/BatchNorm (0B/12.29KB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_8/depthwise/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 5.00ms/5.00ms, 0us/0us, 5.00ms/5.00ms)
MobilenetV2/expanded_conv_8/depthwise/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/depthwise/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/depthwise/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/depthwise/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/depthwise/depthwise (2.59MB/2.59MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_8/depthwise/depthwise_weights (13.82KB/13.82KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/expand (0B/1.78MB, 0us/4.01ms, 0us/0us, 0us/4.01ms)
MobilenetV2/expanded_conv_8/expand/BatchNorm (0B/12.29KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_8/expand/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_8/expand/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/expand/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/expand/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/expand/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/expand/Conv2D (1.67MB/1.67MB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/expand/weights (98.30KB/98.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/project (0B/379.14KB, 0us/5.01ms, 0us/0us, 0us/5.01ms)
MobilenetV2/expanded_conv_8/project/BatchNorm (0B/2.05KB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_8/project/BatchNorm/FusedBatchNorm (1.02KB/1.02KB, 5.00ms/5.00ms, 0us/0us, 5.00ms/5.00ms)
MobilenetV2/expanded_conv_8/project/BatchNorm/beta (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/project/BatchNorm/gamma (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/project/BatchNorm/moving_mean (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/project/BatchNorm/moving_variance (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/project/Conv2D (278.78KB/278.78KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_8/project/weights (98.30KB/98.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9 (0B/4.77MB, 0us/14.02ms, 0us/0us, 0us/14.02ms)
MobilenetV2/expanded_conv_9/depthwise (0B/2.61MB, 0us/6.00ms, 0us/0us, 0us/6.00ms)
MobilenetV2/expanded_conv_9/depthwise/BatchNorm (0B/12.29KB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
MobilenetV2/expanded_conv_9/depthwise/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 5.00ms/5.00ms, 0us/0us, 5.00ms/5.00ms)
MobilenetV2/expanded_conv_9/depthwise/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/depthwise/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/depthwise/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/depthwise/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/depthwise/depthwise (2.59MB/2.59MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
MobilenetV2/expanded_conv_9/depthwise/depthwise_weights (13.82KB/13.82KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/expand (0B/1.78MB, 0us/4.01ms, 0us/0us, 0us/4.01ms)
MobilenetV2/expanded_conv_9/expand/BatchNorm (0B/12.29KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_9/expand/BatchNorm/FusedBatchNorm (6.14KB/6.14KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_9/expand/BatchNorm/beta (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/expand/BatchNorm/gamma (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/expand/BatchNorm/moving_mean (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/expand/BatchNorm/moving_variance (1.54KB/1.54KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/expand/Conv2D (1.67MB/1.67MB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/expand/weights (98.30KB/98.30KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/project (0B/379.14KB, 0us/4.01ms, 0us/0us, 0us/4.01ms)
MobilenetV2/expanded_conv_9/project/BatchNorm (0B/2.05KB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
MobilenetV2/expanded_conv_9/project/BatchNorm/FusedBatchNorm (1.02KB/1.02KB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
MobilenetV2/expanded_conv_9/project/BatchNorm/beta (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/project/BatchNorm/gamma (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/project/BatchNorm/moving_mean (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/project/BatchNorm/moving_variance (256B/256B, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/project/Conv2D (278.78KB/278.78KB, 1us/1us, 0us/0us, 1us/1us)
MobilenetV2/expanded_conv_9/project/weights (98.30KB/98.30KB, 1us/1us, 0us/0us, 1us/1us)
ResizeBilinear_1 (1.12MB/1.12MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
ResizeBilinear_1/size (8B/8B, 1us/1us, 0us/0us, 1us/1us)
ResizeBilinear_2 (91.48KB/91.48KB, 1us/1us, 0us/0us, 1us/1us)
ResizeBilinear_3 (22.11MB/22.11MB, 9.00ms/9.00ms, 0us/0us, 9.00ms/9.00ms)
Shape_4 (16B/16B, 1us/1us, 0us/0us, 1us/1us)
aspp0 (0B/1.45MB, 0us/4.00ms, 0us/0us, 0us/4.00ms)
aspp0/BatchNorm (0B/8.19KB, 0us/3.00ms, 0us/0us, 0us/3.00ms)
aspp0/BatchNorm/FusedBatchNorm (4.10KB/4.10KB, 3.00ms/3.00ms, 0us/0us, 3.00ms/3.00ms)
aspp0/BatchNorm/beta (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
aspp0/BatchNorm/gamma (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
aspp0/BatchNorm/moving_mean (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
aspp0/BatchNorm/moving_variance (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
aspp0/Conv2D (1.12MB/1.12MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
aspp0/weights (327.68KB/327.68KB, 1us/1us, 0us/0us, 1us/1us)
batch (4.77MB/157.52MB, 4.00ms/4.00ms, 0us/0us, 4.00ms/4.00ms)
batch/n (4B/4B, 1us/1us, 0us/0us, 1us/1us)
batch/padding_fifo_queue (152.74MB/152.74MB, 1us/1us, 0us/0us, 1us/1us)
concat (2.23MB/2.23MB, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
concat/axis (4B/4B, 1us/1us, 0us/0us, 1us/1us)
concat_projection (0B/1.65MB, 0us/5.00ms, 0us/0us, 0us/5.00ms)
concat_projection/BatchNorm (0B/8.19KB, 0us/3.00ms, 0us/0us, 0us/3.00ms)
concat_projection/BatchNorm/FusedBatchNorm (4.10KB/4.10KB, 3.00ms/3.00ms, 0us/0us, 3.00ms/3.00ms)
concat_projection/BatchNorm/beta (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
concat_projection/BatchNorm/gamma (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
concat_projection/BatchNorm/moving_mean (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
concat_projection/BatchNorm/moving_variance (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
concat_projection/Conv2D (1.12MB/1.12MB, 2.00ms/2.00ms, 0us/0us, 2.00ms/2.00ms)
concat_projection/weights (524.29KB/524.29KB, 1us/1us, 0us/0us, 1us/1us)
image_pooling (0B/336.90KB, 0us/7us, 0us/0us, 0us/7us)
image_pooling/BatchNorm (0B/8.19KB, 0us/5us, 0us/0us, 0us/5us)
image_pooling/BatchNorm/FusedBatchNorm (4.10KB/4.10KB, 1us/1us, 0us/0us, 1us/1us)
image_pooling/BatchNorm/beta (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
image_pooling/BatchNorm/gamma (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
image_pooling/BatchNorm/moving_mean (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
image_pooling/BatchNorm/moving_variance (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
image_pooling/Conv2D (1.02KB/1.02KB, 1us/1us, 0us/0us, 1us/1us)
image_pooling/weights (327.68KB/327.68KB, 1us/1us, 0us/0us, 1us/1us)
logits (0B/113.06KB, 0us/3us, 0us/0us, 0us/3us)
logits/semantic (0B/113.06KB, 0us/3us, 0us/0us, 0us/3us)
logits/semantic/Conv2D (91.48KB/91.48KB, 1us/1us, 0us/0us, 1us/1us)
logits/semantic/biases (84B/84B, 1us/1us, 0us/0us, 1us/1us)
logits/semantic/weights (21.50KB/21.50KB, 1us/1us, 0us/0us, 1us/1us)
mul_1 (3.16MB/3.16MB, 3.00ms/3.00ms, 0us/0us, 3.00ms/3.00ms)
mul_1/x (4B/4B, 1us/1us, 0us/0us, 1us/1us)
strided_slice_8 (8B/16B, 1us/3us, 0us/0us, 1us/3us)
strided_slice_8/stack (4B/4B, 1us/1us, 0us/0us, 1us/1us)
strided_slice_8/stack_1 (4B/4B, 1us/1us, 0us/0us, 1us/1us)
sub_12 (0B/4B, 1.00ms/1.00ms, 0us/0us, 1.00ms/1.00ms)
sub_12/y (4B/4B, 1us/1us, 0us/0us, 1us/1us) ======================End of Report==========================
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