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mobilenet_inference_ops.log
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mobilenet
Tensor("mobilenet_1.00_224/conv_pw_13_relu/Minimum:0", shape=(?, 7, 7, 1024), dtype=float32)
Tensor("DetectoinLayer0/BiasAdd:0", shape=(?, 7, 7, 30), dtype=float32)
Tensor("lambda_1/Identity:0", shape=(?, 7, 7, 5, 6), dtype=float32)
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input1 (InputLayer) (None, 224, 224, 3) 0
__________________________________________________________________________________________________
mobilenet_1.00_224 (Model) (None, 7, 7, 1024) 3228864 input1[0][0]
__________________________________________________________________________________________________
DetectoinLayer0 (Conv2D) (None, 7, 7, 30) 30750 mobilenet_1.00_224[1][0]
__________________________________________________________________________________________________
reshape_1 (Reshape) (None, 7, 7, 5, 6) 0 DetectoinLayer0[0][0]
__________________________________________________________________________________________________
input_1 (InputLayer) (None, 1, 1, 1, 10, 0
__________________________________________________________________________________________________
lambda_1 (Lambda) (None, 7, 7, 5, 6) 0 reshape_1[0][0]
input_1[0][0]
==================================================================================================
Total params: 3,259,614
Trainable params: 3,237,726
Non-trainable params: 21,888
__________________________________________________________________________________________________
Parsing Inputs...
=========================Options=============================
-max_depth 10000
-min_bytes 0
-min_peak_bytes 0
-min_residual_bytes 0
-min_output_bytes 0
-min_micros 0
-min_accelerator_micros 0
-min_cpu_micros 0
-min_params 0
-min_float_ops 0
-min_occurrence 0
-step -1
-order_by name
-account_type_regexes _trainable_variables
-start_name_regexes .*
-trim_name_regexes
-show_name_regexes .*
-hide_name_regexes
-account_displayed_op_only true
-select params
-output stdout:
==================Model Analysis Report======================
node name | # parameters
_TFProfRoot (--/3.26m params)
DetectoinLayer0 (--/30.75k params)
DetectoinLayer0/bias (30, 30/30 params)
DetectoinLayer0/kernel (1x1x1024x30, 30.72k/30.72k params)
conv1 (--/864 params)
conv1/kernel (3x3x3x32, 864/864 params)
conv1_bn (--/128 params)
conv1_bn/beta (32, 32/32 params)
conv1_bn/gamma (32, 32/32 params)
conv1_bn/moving_mean (32, 32/32 params)
conv1_bn/moving_variance (32, 32/32 params)
conv_dw_1 (--/288 params)
conv_dw_1/depthwise_kernel (3x3x32x1, 288/288 params)
conv_dw_10 (--/4.61k params)
conv_dw_10/depthwise_kernel (3x3x512x1, 4.61k/4.61k params)
conv_dw_10_bn (--/2.05k params)
conv_dw_10_bn/beta (512, 512/512 params)
conv_dw_10_bn/gamma (512, 512/512 params)
conv_dw_10_bn/moving_mean (512, 512/512 params)
conv_dw_10_bn/moving_variance (512, 512/512 params)
conv_dw_11 (--/4.61k params)
conv_dw_11/depthwise_kernel (3x3x512x1, 4.61k/4.61k params)
conv_dw_11_bn (--/2.05k params)
conv_dw_11_bn/beta (512, 512/512 params)
conv_dw_11_bn/gamma (512, 512/512 params)
conv_dw_11_bn/moving_mean (512, 512/512 params)
conv_dw_11_bn/moving_variance (512, 512/512 params)
conv_dw_12 (--/4.61k params)
conv_dw_12/depthwise_kernel (3x3x512x1, 4.61k/4.61k params)
conv_dw_12_bn (--/2.05k params)
conv_dw_12_bn/beta (512, 512/512 params)
conv_dw_12_bn/gamma (512, 512/512 params)
conv_dw_12_bn/moving_mean (512, 512/512 params)
conv_dw_12_bn/moving_variance (512, 512/512 params)
conv_dw_13 (--/9.22k params)
conv_dw_13/depthwise_kernel (3x3x1024x1, 9.22k/9.22k params)
conv_dw_13_bn (--/4.10k params)
conv_dw_13_bn/beta (1024, 1.02k/1.02k params)
conv_dw_13_bn/gamma (1024, 1.02k/1.02k params)
conv_dw_13_bn/moving_mean (1024, 1.02k/1.02k params)
conv_dw_13_bn/moving_variance (1024, 1.02k/1.02k params)
conv_dw_1_bn (--/128 params)
conv_dw_1_bn/beta (32, 32/32 params)
conv_dw_1_bn/gamma (32, 32/32 params)
conv_dw_1_bn/moving_mean (32, 32/32 params)
conv_dw_1_bn/moving_variance (32, 32/32 params)
conv_dw_2 (--/576 params)
conv_dw_2/depthwise_kernel (3x3x64x1, 576/576 params)
conv_dw_2_bn (--/256 params)
conv_dw_2_bn/beta (64, 64/64 params)
conv_dw_2_bn/gamma (64, 64/64 params)
conv_dw_2_bn/moving_mean (64, 64/64 params)
conv_dw_2_bn/moving_variance (64, 64/64 params)
conv_dw_3 (--/1.15k params)
conv_dw_3/depthwise_kernel (3x3x128x1, 1.15k/1.15k params)
conv_dw_3_bn (--/512 params)
conv_dw_3_bn/beta (128, 128/128 params)
conv_dw_3_bn/gamma (128, 128/128 params)
conv_dw_3_bn/moving_mean (128, 128/128 params)
conv_dw_3_bn/moving_variance (128, 128/128 params)
conv_dw_4 (--/1.15k params)
conv_dw_4/depthwise_kernel (3x3x128x1, 1.15k/1.15k params)
conv_dw_4_bn (--/512 params)
conv_dw_4_bn/beta (128, 128/128 params)
conv_dw_4_bn/gamma (128, 128/128 params)
conv_dw_4_bn/moving_mean (128, 128/128 params)
conv_dw_4_bn/moving_variance (128, 128/128 params)
conv_dw_5 (--/2.30k params)
conv_dw_5/depthwise_kernel (3x3x256x1, 2.30k/2.30k params)
conv_dw_5_bn (--/1.02k params)
conv_dw_5_bn/beta (256, 256/256 params)
conv_dw_5_bn/gamma (256, 256/256 params)
conv_dw_5_bn/moving_mean (256, 256/256 params)
conv_dw_5_bn/moving_variance (256, 256/256 params)
conv_dw_6 (--/2.30k params)
conv_dw_6/depthwise_kernel (3x3x256x1, 2.30k/2.30k params)
conv_dw_6_bn (--/1.02k params)
conv_dw_6_bn/beta (256, 256/256 params)
conv_dw_6_bn/gamma (256, 256/256 params)
conv_dw_6_bn/moving_mean (256, 256/256 params)
conv_dw_6_bn/moving_variance (256, 256/256 params)
conv_dw_7 (--/4.61k params)
conv_dw_7/depthwise_kernel (3x3x512x1, 4.61k/4.61k params)
conv_dw_7_bn (--/2.05k params)
conv_dw_7_bn/beta (512, 512/512 params)
conv_dw_7_bn/gamma (512, 512/512 params)
conv_dw_7_bn/moving_mean (512, 512/512 params)
conv_dw_7_bn/moving_variance (512, 512/512 params)
conv_dw_8 (--/4.61k params)
conv_dw_8/depthwise_kernel (3x3x512x1, 4.61k/4.61k params)
conv_dw_8_bn (--/2.05k params)
conv_dw_8_bn/beta (512, 512/512 params)
conv_dw_8_bn/gamma (512, 512/512 params)
conv_dw_8_bn/moving_mean (512, 512/512 params)
conv_dw_8_bn/moving_variance (512, 512/512 params)
conv_dw_9 (--/4.61k params)
conv_dw_9/depthwise_kernel (3x3x512x1, 4.61k/4.61k params)
conv_dw_9_bn (--/2.05k params)
conv_dw_9_bn/beta (512, 512/512 params)
conv_dw_9_bn/gamma (512, 512/512 params)
conv_dw_9_bn/moving_mean (512, 512/512 params)
conv_dw_9_bn/moving_variance (512, 512/512 params)
conv_pw_1 (--/2.05k params)
conv_pw_1/kernel (1x1x32x64, 2.05k/2.05k params)
conv_pw_10 (--/262.14k params)
conv_pw_10/kernel (1x1x512x512, 262.14k/262.14k params)
conv_pw_10_bn (--/2.05k params)
conv_pw_10_bn/beta (512, 512/512 params)
conv_pw_10_bn/gamma (512, 512/512 params)
conv_pw_10_bn/moving_mean (512, 512/512 params)
conv_pw_10_bn/moving_variance (512, 512/512 params)
conv_pw_11 (--/262.14k params)
conv_pw_11/kernel (1x1x512x512, 262.14k/262.14k params)
conv_pw_11_bn (--/2.05k params)
conv_pw_11_bn/beta (512, 512/512 params)
conv_pw_11_bn/gamma (512, 512/512 params)
conv_pw_11_bn/moving_mean (512, 512/512 params)
conv_pw_11_bn/moving_variance (512, 512/512 params)
conv_pw_12 (--/524.29k params)
conv_pw_12/kernel (1x1x512x1024, 524.29k/524.29k params)
conv_pw_12_bn (--/4.10k params)
conv_pw_12_bn/beta (1024, 1.02k/1.02k params)
conv_pw_12_bn/gamma (1024, 1.02k/1.02k params)
conv_pw_12_bn/moving_mean (1024, 1.02k/1.02k params)
conv_pw_12_bn/moving_variance (1024, 1.02k/1.02k params)
conv_pw_13 (--/1.05m params)
conv_pw_13/kernel (1x1x1024x1024, 1.05m/1.05m params)
conv_pw_13_bn (--/4.10k params)
conv_pw_13_bn/beta (1024, 1.02k/1.02k params)
conv_pw_13_bn/gamma (1024, 1.02k/1.02k params)
conv_pw_13_bn/moving_mean (1024, 1.02k/1.02k params)
conv_pw_13_bn/moving_variance (1024, 1.02k/1.02k params)
conv_pw_1_bn (--/256 params)
conv_pw_1_bn/beta (64, 64/64 params)
conv_pw_1_bn/gamma (64, 64/64 params)
conv_pw_1_bn/moving_mean (64, 64/64 params)
conv_pw_1_bn/moving_variance (64, 64/64 params)
conv_pw_2 (--/8.19k params)
conv_pw_2/kernel (1x1x64x128, 8.19k/8.19k params)
conv_pw_2_bn (--/512 params)
conv_pw_2_bn/beta (128, 128/128 params)
conv_pw_2_bn/gamma (128, 128/128 params)
conv_pw_2_bn/moving_mean (128, 128/128 params)
conv_pw_2_bn/moving_variance (128, 128/128 params)
conv_pw_3 (--/16.38k params)
conv_pw_3/kernel (1x1x128x128, 16.38k/16.38k params)
conv_pw_3_bn (--/512 params)
conv_pw_3_bn/beta (128, 128/128 params)
conv_pw_3_bn/gamma (128, 128/128 params)
conv_pw_3_bn/moving_mean (128, 128/128 params)
conv_pw_3_bn/moving_variance (128, 128/128 params)
conv_pw_4 (--/32.77k params)
conv_pw_4/kernel (1x1x128x256, 32.77k/32.77k params)
conv_pw_4_bn (--/1.02k params)
conv_pw_4_bn/beta (256, 256/256 params)
conv_pw_4_bn/gamma (256, 256/256 params)
conv_pw_4_bn/moving_mean (256, 256/256 params)
conv_pw_4_bn/moving_variance (256, 256/256 params)
conv_pw_5 (--/65.54k params)
conv_pw_5/kernel (1x1x256x256, 65.54k/65.54k params)
conv_pw_5_bn (--/1.02k params)
conv_pw_5_bn/beta (256, 256/256 params)
conv_pw_5_bn/gamma (256, 256/256 params)
conv_pw_5_bn/moving_mean (256, 256/256 params)
conv_pw_5_bn/moving_variance (256, 256/256 params)
conv_pw_6 (--/131.07k params)
conv_pw_6/kernel (1x1x256x512, 131.07k/131.07k params)
conv_pw_6_bn (--/2.05k params)
conv_pw_6_bn/beta (512, 512/512 params)
conv_pw_6_bn/gamma (512, 512/512 params)
conv_pw_6_bn/moving_mean (512, 512/512 params)
conv_pw_6_bn/moving_variance (512, 512/512 params)
conv_pw_7 (--/262.14k params)
conv_pw_7/kernel (1x1x512x512, 262.14k/262.14k params)
conv_pw_7_bn (--/2.05k params)
conv_pw_7_bn/beta (512, 512/512 params)
conv_pw_7_bn/gamma (512, 512/512 params)
conv_pw_7_bn/moving_mean (512, 512/512 params)
conv_pw_7_bn/moving_variance (512, 512/512 params)
conv_pw_8 (--/262.14k params)
conv_pw_8/kernel (1x1x512x512, 262.14k/262.14k params)
conv_pw_8_bn (--/2.05k params)
conv_pw_8_bn/beta (512, 512/512 params)
conv_pw_8_bn/gamma (512, 512/512 params)
conv_pw_8_bn/moving_mean (512, 512/512 params)
conv_pw_8_bn/moving_variance (512, 512/512 params)
conv_pw_9 (--/262.14k params)
conv_pw_9/kernel (1x1x512x512, 262.14k/262.14k params)
conv_pw_9_bn (--/2.05k params)
conv_pw_9_bn/beta (512, 512/512 params)
conv_pw_9_bn/gamma (512, 512/512 params)
conv_pw_9_bn/moving_mean (512, 512/512 params)
conv_pw_9_bn/moving_variance (512, 512/512 params)
======================End of Report==========================
Parsing Inputs...
=========================Options=============================
-max_depth 10000
-min_bytes 0
-min_peak_bytes 0
-min_residual_bytes 0
-min_output_bytes 0
-min_micros 0
-min_accelerator_micros 0
-min_cpu_micros 0
-min_params 0
-min_float_ops 1
-min_occurrence 0
-step -1
-order_by float_ops
-account_type_regexes .*
-start_name_regexes .*
-trim_name_regexes
-show_name_regexes .*
-hide_name_regexes
-account_displayed_op_only true
-select float_ops
-output stdout:
==================Model Analysis Report======================
node name | # float_ops
Conv2D 1.10b float_ops (100.00%, 95.10%)
DepthwiseConv2dNative 34.77m float_ops (4.90%, 3.00%)
Mul 8.37m float_ops (1.90%, 0.72%)
Add 8.28m float_ops (1.18%, 0.72%)
Minimum 5.04m float_ops (0.46%, 0.44%)
Sub 109.74k float_ops (0.02%, 0.01%)
AssignSub 87.55k float_ops (0.02%, 0.01%)
RealDiv 43.83k float_ops (0.01%, 0.00%)
Rsqrt 43.78k float_ops (0.00%, 0.00%)
Pow 108 float_ops (0.00%, 0.00%)
AssignAdd 108 float_ops (0.00%, 0.00%)
======================End of Report==========================
Parsing Inputs...
=========================Options=============================
-max_depth 10000
-min_bytes 0
-min_peak_bytes 0
-min_residual_bytes 0
-min_output_bytes 0
-min_micros 0
-min_accelerator_micros 0
-min_cpu_micros 0
-min_params 0
-min_float_ops 1
-min_occurrence 0
-step -1
-order_by float_ops
-account_type_regexes .*
-start_name_regexes .*
-trim_name_regexes
-show_name_regexes .*
-hide_name_regexes
-account_displayed_op_only true
-select float_ops
-output stdout:
==================Model Analysis Report======================
node name | # float_ops
_TFProfRoot (--/1.16b flops)
conv_pw_5/convolution (102.76m/102.76m flops)
conv_pw_3/convolution (102.76m/102.76m flops)
conv_pw_7/convolution (102.76m/102.76m flops)
conv_pw_8/convolution (102.76m/102.76m flops)
conv_pw_13/convolution (102.76m/102.76m flops)
conv_pw_9/convolution (102.76m/102.76m flops)
conv_pw_11/convolution (102.76m/102.76m flops)
conv_pw_10/convolution (102.76m/102.76m flops)
conv_pw_6/convolution (51.38m/51.38m flops)
conv_pw_4/convolution (51.38m/51.38m flops)
conv_pw_2/convolution (51.38m/51.38m flops)
conv_pw_12/convolution (51.38m/51.38m flops)
conv_pw_1/convolution (51.38m/51.38m flops)
conv1/convolution (21.68m/21.68m flops)
conv_dw_1/depthwise (7.23m/7.23m flops)
conv_dw_3/depthwise (7.23m/7.23m flops)
conv_dw_5/depthwise (3.61m/3.61m flops)
conv_dw_2/depthwise (3.61m/3.61m flops)
conv_pw_13/random_uniform (1.05m/2.10m flops)
conv_pw_13/random_uniform/mul (1.05m/1.05m flops)
conv_pw_13/random_uniform/sub (1/1 flops)
conv_dw_4/depthwise (1.81m/1.81m flops)
conv_dw_8/depthwise (1.81m/1.81m flops)
conv_dw_11/depthwise (1.81m/1.81m flops)
conv_dw_7/depthwise (1.81m/1.81m flops)
conv_dw_9/depthwise (1.81m/1.81m flops)
conv_dw_10/depthwise (1.81m/1.81m flops)
conv_pw_12/random_uniform (524.29k/1.05m flops)
conv_pw_12/random_uniform/mul (524.29k/524.29k flops)
conv_pw_12/random_uniform/sub (1/1 flops)
conv_dw_13/depthwise (903.17k/903.17k flops)
conv_dw_6/depthwise (903.17k/903.17k flops)
conv_pw_1_bn/cond/batchnorm/mul_1 (802.82k/802.82k flops)
conv_pw_1_relu/Minimum (802.82k/802.82k flops)
conv_pw_1_bn/cond/batchnorm/add_1 (802.82k/802.82k flops)
conv_pw_11/random_uniform (262.14k/524.29k flops)
conv_pw_11/random_uniform/mul (262.14k/262.14k flops)
conv_pw_11/random_uniform/sub (1/1 flops)
conv_pw_9/random_uniform (262.14k/524.29k flops)
conv_pw_9/random_uniform/mul (262.14k/262.14k flops)
conv_pw_9/random_uniform/sub (1/1 flops)
conv_pw_7/random_uniform (262.14k/524.29k flops)
conv_pw_7/random_uniform/mul (262.14k/262.14k flops)
conv_pw_7/random_uniform/sub (1/1 flops)
conv_pw_10/random_uniform (262.14k/524.29k flops)
conv_pw_10/random_uniform/mul (262.14k/262.14k flops)
conv_pw_10/random_uniform/sub (1/1 flops)
conv_pw_8/random_uniform (262.14k/524.29k flops)
conv_pw_8/random_uniform/mul (262.14k/262.14k flops)
conv_pw_8/random_uniform/sub (1/1 flops)
conv_dw_12/depthwise (451.58k/451.58k flops)
conv_dw_3_bn/cond/batchnorm/mul_1 (401.41k/401.41k flops)
conv_dw_3_bn/cond/batchnorm/add_1 (401.41k/401.41k flops)
conv_pw_2_bn/cond/batchnorm/add_1 (401.41k/401.41k flops)
conv_pw_2_bn/cond/batchnorm/mul_1 (401.41k/401.41k flops)
conv_pw_2_relu/Minimum (401.41k/401.41k flops)
conv_pw_3_bn/cond/batchnorm/add_1 (401.41k/401.41k flops)
conv_pw_3_bn/cond/batchnorm/mul_1 (401.41k/401.41k flops)
conv_pw_3_relu/Minimum (401.41k/401.41k flops)
conv_dw_1_relu/Minimum (401.41k/401.41k flops)
conv_dw_1_bn/cond/batchnorm/add_1 (401.41k/401.41k flops)
conv_dw_1_bn/cond/batchnorm/mul_1 (401.41k/401.41k flops)
conv_dw_3_relu/Minimum (401.41k/401.41k flops)
conv1_relu/Minimum (401.41k/401.41k flops)
conv1_bn/cond/batchnorm/add_1 (401.41k/401.41k flops)
conv1_bn/cond/batchnorm/mul_1 (401.41k/401.41k flops)
conv_pw_6/random_uniform (131.07k/262.14k flops)
conv_pw_6/random_uniform/mul (131.07k/131.07k flops)
conv_pw_6/random_uniform/sub (1/1 flops)
conv_dw_2_bn/cond/batchnorm/add_1 (200.70k/200.70k flops)
conv_pw_4_relu/Minimum (200.70k/200.70k flops)
conv_pw_4_bn/cond/batchnorm/mul_1 (200.70k/200.70k flops)
conv_pw_4_bn/cond/batchnorm/add_1 (200.70k/200.70k flops)
conv_pw_5_bn/cond/batchnorm/add_1 (200.70k/200.70k flops)
conv_pw_5_bn/cond/batchnorm/mul_1 (200.70k/200.70k flops)
conv_pw_5_relu/Minimum (200.70k/200.70k flops)
conv_dw_2_bn/cond/batchnorm/mul_1 (200.70k/200.70k flops)
conv_dw_2_relu/Minimum (200.70k/200.70k flops)
conv_dw_5_bn/cond/batchnorm/add_1 (200.70k/200.70k flops)
conv_dw_5_relu/Minimum (200.70k/200.70k flops)
conv_dw_5_bn/cond/batchnorm/mul_1 (200.70k/200.70k flops)
conv_pw_5/random_uniform (65.54k/131.07k flops)
conv_pw_5/random_uniform/mul (65.54k/65.54k flops)
conv_pw_5/random_uniform/sub (1/1 flops)
conv_pw_10_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_dw_4_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_dw_7_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_dw_8_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_dw_8_relu/Minimum (100.35k/100.35k flops)
conv_dw_4_relu/Minimum (100.35k/100.35k flops)
conv_dw_9_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_dw_7_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_pw_11_relu/Minimum (100.35k/100.35k flops)
conv_pw_11_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_pw_10_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_dw_9_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_pw_10_relu/Minimum (100.35k/100.35k flops)
conv_dw_9_relu/Minimum (100.35k/100.35k flops)
conv_dw_4_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_pw_11_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_dw_7_relu/Minimum (100.35k/100.35k flops)
conv_dw_8_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_pw_7_relu/Minimum (100.35k/100.35k flops)
conv_pw_7_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_pw_7_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_dw_11_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_pw_9_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_pw_9_relu/Minimum (100.35k/100.35k flops)
conv_dw_11_relu/Minimum (100.35k/100.35k flops)
conv_dw_11_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_pw_6_relu/Minimum (100.35k/100.35k flops)
conv_pw_6_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_pw_6_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_dw_10_relu/Minimum (100.35k/100.35k flops)
conv_pw_8_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_pw_8_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_dw_10_bn/cond/batchnorm/mul_1 (100.35k/100.35k flops)
conv_pw_8_relu/Minimum (100.35k/100.35k flops)
conv_pw_9_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_dw_10_bn/cond/batchnorm/add_1 (100.35k/100.35k flops)
conv_pw_4/random_uniform (32.77k/65.54k flops)
conv_pw_4/random_uniform/mul (32.77k/32.77k flops)
conv_pw_4/random_uniform/sub (1/1 flops)
DetectoinLayer0/random_uniform (30.72k/61.44k flops)
DetectoinLayer0/random_uniform/mul (30.72k/30.72k flops)
DetectoinLayer0/random_uniform/sub (1/1 flops)
conv_pw_13_bn/cond/batchnorm/mul_1 (50.18k/50.18k flops)
conv_pw_13_relu/Minimum (50.18k/50.18k flops)
conv_dw_6_bn/cond/batchnorm/add_1 (50.18k/50.18k flops)
conv_dw_13_relu/Minimum (50.18k/50.18k flops)
conv_pw_13_bn/cond/batchnorm/add_1 (50.18k/50.18k flops)
conv_dw_6_bn/cond/batchnorm/mul_1 (50.18k/50.18k flops)
conv_dw_13_bn/cond/batchnorm/add_1 (50.18k/50.18k flops)
conv_dw_13_bn/cond/batchnorm/mul_1 (50.18k/50.18k flops)
conv_dw_6_relu/Minimum (50.18k/50.18k flops)
conv_pw_12_relu/Minimum (50.18k/50.18k flops)
conv_pw_12_bn/cond/batchnorm/add_1 (50.18k/50.18k flops)
conv_pw_12_bn/cond/batchnorm/mul_1 (50.18k/50.18k flops)
conv_pw_3/random_uniform (16.38k/32.77k flops)
conv_pw_3/random_uniform/mul (16.38k/16.38k flops)
conv_pw_3/random_uniform/sub (1/1 flops)
conv_dw_12_bn/cond/batchnorm/add_1 (25.09k/25.09k flops)
conv_dw_12_bn/cond/batchnorm/mul_1 (25.09k/25.09k flops)
conv_dw_12_relu/Minimum (25.09k/25.09k flops)
conv_dw_13/random_uniform (9.22k/18.43k flops)
conv_dw_13/random_uniform/mul (9.22k/9.22k flops)
conv_dw_13/random_uniform/sub (1/1 flops)
conv_pw_2/random_uniform (8.19k/16.39k flops)
conv_pw_2/random_uniform/mul (8.19k/8.19k flops)
conv_pw_2/random_uniform/sub (1/1 flops)
conv_dw_7/random_uniform (4.61k/9.22k flops)
conv_dw_7/random_uniform/mul (4.61k/4.61k flops)
conv_dw_7/random_uniform/sub (1/1 flops)
conv_dw_12/random_uniform (4.61k/9.22k flops)
conv_dw_12/random_uniform/mul (4.61k/4.61k flops)
conv_dw_12/random_uniform/sub (1/1 flops)
conv_dw_8/random_uniform (4.61k/9.22k flops)
conv_dw_8/random_uniform/mul (4.61k/4.61k flops)
conv_dw_8/random_uniform/sub (1/1 flops)
conv_dw_11/random_uniform (4.61k/9.22k flops)
conv_dw_11/random_uniform/mul (4.61k/4.61k flops)
conv_dw_11/random_uniform/sub (1/1 flops)
conv_dw_10/random_uniform (4.61k/9.22k flops)
conv_dw_10/random_uniform/mul (4.61k/4.61k flops)
conv_dw_10/random_uniform/sub (1/1 flops)
conv_dw_9/random_uniform (4.61k/9.22k flops)
conv_dw_9/random_uniform/mul (4.61k/4.61k flops)
conv_dw_9/random_uniform/sub (1/1 flops)
conv_pw_13_bn/AssignMovingAvg (1.02k/6.15k flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/conv_pw_13_bn/moving_mean (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/mul (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub_3 (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/truediv (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/AssignAdd (1/1 flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/Pow (1/1 flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub_1 (1/1 flops)
conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg (1.02k/6.15k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/conv_pw_13_bn/moving_mean (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/mul (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub_3 (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/truediv (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg/conv_pw_13_bn/moving_mean/sub_2 (1/1 flops)
conv_pw_12_bn/AssignMovingAvg_1 (1.02k/6.15k flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/conv_pw_12_bn/moving_variance (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/mul (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub_3 (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/truediv (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/AssignAdd (1/1 flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/Pow (1/1 flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub_1 (1/1 flops)
conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub_2 (1/1 flops)
conv_pw_12_bn/AssignMovingAvg (1.02k/6.15k flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/conv_pw_12_bn/moving_mean (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/mul (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub_3 (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/truediv (1.02k/1.02k flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/AssignAdd (1/1 flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/Pow (1/1 flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub_1 (1/1 flops)
conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1 (1.02k/6.15k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/conv_pw_13_bn/moving_variance (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/mul (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub_3 (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/truediv (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1 (1.02k/6.15k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/conv_pw_12_bn/moving_variance (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/mul (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub_3 (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/truediv (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg_1/conv_pw_12_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1 (1.02k/6.15k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/conv_dw_13_bn/moving_variance (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/mul (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub_3 (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/truediv (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg (1.02k/6.15k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/conv_pw_12_bn/moving_mean (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/mul (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub_3 (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/truediv (1.02k/1.02k flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_12_bn/AssignMovingAvg/conv_pw_12_bn/moving_mean/sub_2 (1/1 flops)
conv_pw_13_bn/AssignMovingAvg_1 (1.02k/6.15k flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/conv_pw_13_bn/moving_variance (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/mul (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub_3 (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/truediv (1.02k/1.02k flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/AssignAdd (1/1 flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/Pow (1/1 flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub_1 (1/1 flops)
conv_pw_13_bn/AssignMovingAvg_1/conv_pw_13_bn/moving_variance/sub_2 (1/1 flops)
conv_dw_13_bn/AssignMovingAvg (1.02k/6.15k flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/conv_dw_13_bn/moving_mean (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/mul (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub_3 (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/truediv (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/AssignAdd (1/1 flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/Pow (1/1 flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub_1 (1/1 flops)
conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg (1.02k/6.15k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/conv_dw_13_bn/moving_mean (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/mul (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub_3 (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/truediv (1.02k/1.02k flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_13_bn/AssignMovingAvg/conv_dw_13_bn/moving_mean/sub_2 (1/1 flops)
conv_dw_13_bn/AssignMovingAvg_1 (1.02k/6.15k flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/conv_dw_13_bn/moving_variance (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/mul (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub_3 (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/truediv (1.02k/1.02k flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/AssignAdd (1/1 flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/Pow (1/1 flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub_1 (1/1 flops)
conv_dw_13_bn/AssignMovingAvg_1/conv_dw_13_bn/moving_variance/sub_2 (1/1 flops)
conv_dw_5/random_uniform (2.30k/4.61k flops)
conv_dw_5/random_uniform/mul (2.30k/2.30k flops)
conv_dw_5/random_uniform/sub (1/1 flops)
conv_dw_6/random_uniform (2.30k/4.61k flops)
conv_dw_6/random_uniform/mul (2.30k/2.30k flops)
conv_dw_6/random_uniform/sub (1/1 flops)
conv_pw_1/random_uniform (2.05k/4.10k flops)
conv_pw_1/random_uniform/mul (2.05k/2.05k flops)
conv_pw_1/random_uniform/sub (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/conv_dw_12_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/conv_dw_11_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg_1/conv_dw_11_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/conv_dw_12_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub_2 (1/1 flops)
conv_dw_8_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/conv_dw_8_bn/moving_variance (512/512 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/mul (512/512 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub (512/512 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub_3 (512/512 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/truediv (512/512 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/AssignAdd (1/1 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/Pow (1/1 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub_1 (1/1 flops)
conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub_2 (1/1 flops)
conv_pw_9_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/conv_pw_9_bn/moving_variance (512/512 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/mul (512/512 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub (512/512 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub_3 (512/512 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/truediv (512/512 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/AssignAdd (1/1 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/Pow (1/1 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub_1 (1/1 flops)
conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub_2 (1/1 flops)
conv_dw_9_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/conv_dw_9_bn/moving_variance (512/512 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/mul (512/512 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub (512/512 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub_3 (512/512 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/truediv (512/512 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/AssignAdd (1/1 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/Pow (1/1 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub_1 (1/1 flops)
conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub_2 (1/1 flops)
conv_dw_9_bn/AssignMovingAvg (512/3.08k flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/conv_dw_9_bn/moving_mean (512/512 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/mul (512/512 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub (512/512 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub_3 (512/512 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/truediv (512/512 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/AssignAdd (1/1 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/Pow (1/1 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub_1 (1/1 flops)
conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/conv_pw_7_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub_2 (1/1 flops)
conv_dw_10_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/conv_dw_10_bn/moving_variance (512/512 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/mul (512/512 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub (512/512 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub_3 (512/512 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/truediv (512/512 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/AssignAdd (1/1 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/Pow (1/1 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub_1 (1/1 flops)
conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub_2 (1/1 flops)
conv_dw_8_bn/AssignMovingAvg (512/3.08k flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/conv_dw_8_bn/moving_mean (512/512 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/mul (512/512 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub (512/512 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub_3 (512/512 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/truediv (512/512 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/AssignAdd (1/1 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/Pow (1/1 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub_1 (1/1 flops)
conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/conv_dw_11_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_11_bn/AssignMovingAvg/conv_dw_11_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/conv_dw_10_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg_1/conv_dw_10_bn/moving_variance/sub_2 (1/1 flops)
conv_dw_7_bn/AssignMovingAvg (512/3.08k flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/conv_dw_7_bn/moving_mean (512/512 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/mul (512/512 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub (512/512 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub_3 (512/512 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/truediv (512/512 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/AssignAdd (1/1 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/Pow (1/1 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub_1 (1/1 flops)
conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub_2 (1/1 flops)
conv_dw_7_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/conv_dw_7_bn/moving_variance (512/512 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/mul (512/512 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub (512/512 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub_3 (512/512 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/truediv (512/512 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/AssignAdd (1/1 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/Pow (1/1 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub_1 (1/1 flops)
conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/conv_pw_9_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg_1/conv_pw_9_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/conv_pw_9_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_9_bn/AssignMovingAvg/conv_pw_9_bn/moving_mean/sub_2 (1/1 flops)
conv_dw_10_bn/AssignMovingAvg (512/3.08k flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/conv_dw_10_bn/moving_mean (512/512 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/mul (512/512 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub (512/512 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub_3 (512/512 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/truediv (512/512 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/AssignAdd (1/1 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/Pow (1/1 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub_1 (1/1 flops)
conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/conv_dw_10_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_10_bn/AssignMovingAvg/conv_dw_10_bn/moving_mean/sub_2 (1/1 flops)
conv_pw_10_bn/AssignMovingAvg (512/3.08k flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/conv_pw_10_bn/moving_mean (512/512 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/mul (512/512 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/sub (512/512 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/sub_3 (512/512 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/truediv (512/512 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/AssignAdd (1/1 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/Pow (1/1 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/sub_1 (1/1 flops)
conv_pw_10_bn/AssignMovingAvg/conv_pw_10_bn/moving_mean/sub_2 (1/1 flops)
conv_pw_10_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/conv_pw_10_bn/moving_variance (512/512 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/mul (512/512 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub (512/512 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub_3 (512/512 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/truediv (512/512 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/AssignAdd (1/1 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/Pow (1/1 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub_1 (1/1 flops)
conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub_2 (1/1 flops)
conv_pw_11_bn/AssignMovingAvg (512/3.08k flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/conv_pw_11_bn/moving_mean (512/512 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/mul (512/512 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/sub (512/512 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/sub_3 (512/512 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/truediv (512/512 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/AssignAdd (1/1 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/Pow (1/1 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/sub_1 (1/1 flops)
conv_pw_11_bn/AssignMovingAvg/conv_pw_11_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/conv_pw_7_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/conv_dw_7_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg_1/conv_dw_7_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/conv_dw_7_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_7_bn/AssignMovingAvg/conv_dw_7_bn/moving_mean/sub_2 (1/1 flops)
conv_pw_6_bn/AssignMovingAvg (512/3.08k flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/conv_pw_6_bn/moving_mean (512/512 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/mul (512/512 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub (512/512 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub_3 (512/512 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/truediv (512/512 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/AssignAdd (1/1 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/Pow (1/1 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub_1 (1/1 flops)
conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/conv_dw_8_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg/conv_dw_8_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/conv_dw_8_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_8_bn/AssignMovingAvg_1/conv_dw_8_bn/moving_variance/sub_2 (1/1 flops)
conv_pw_6_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/conv_pw_6_bn/moving_variance (512/512 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/mul (512/512 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub (512/512 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub_3 (512/512 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/truediv (512/512 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/AssignAdd (1/1 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/Pow (1/1 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub_1 (1/1 flops)
conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/conv_pw_6_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg_1/conv_pw_6_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/conv_pw_6_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_6_bn/AssignMovingAvg/conv_pw_6_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/conv_pw_8_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg/conv_pw_8_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/conv_pw_8_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_8_bn/AssignMovingAvg_1/conv_pw_8_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg (512/3.08k flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/conv_dw_9_bn/moving_mean (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg/conv_dw_9_bn/moving_mean/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/conv_dw_9_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_dw_9_bn/AssignMovingAvg_1/conv_dw_9_bn/moving_variance/sub_2 (1/1 flops)
conv_pw_7_bn/AssignMovingAvg (512/3.08k flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/conv_pw_7_bn/moving_mean (512/512 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/mul (512/512 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub (512/512 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub_3 (512/512 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/truediv (512/512 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/AssignAdd (1/1 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/Pow (1/1 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub_1 (1/1 flops)
conv_pw_7_bn/AssignMovingAvg/conv_pw_7_bn/moving_mean/sub_2 (1/1 flops)
conv_dw_12_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/conv_dw_12_bn/moving_variance (512/512 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/mul (512/512 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub (512/512 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub_3 (512/512 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/truediv (512/512 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/AssignAdd (1/1 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/Pow (1/1 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub_1 (1/1 flops)
conv_dw_12_bn/AssignMovingAvg_1/conv_dw_12_bn/moving_variance/sub_2 (1/1 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1 (512/3.08k flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/conv_pw_10_bn/moving_variance (512/512 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/mul (512/512 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub (512/512 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub_3 (512/512 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/truediv (512/512 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/AssignAdd (1/1 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/Pow (1/1 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub_1 (1/1 flops)
mobilenet_1.00_224/conv_pw_10_bn/AssignMovingAvg_1/conv_pw_10_bn/moving_variance/sub_2 (1/1 flops)
conv_dw_12_bn/AssignMovingAvg (512/3.08k flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/conv_dw_12_bn/moving_mean (512/512 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/mul (512/512 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub (512/512 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub_3 (512/512 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/truediv (512/512 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/AssignAdd (1/1 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/Pow (1/1 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub_1 (1/1 flops)
conv_dw_12_bn/AssignMovingAvg/conv_dw_12_bn/moving_mean/sub_2 (1/1 flops)
conv_pw_7_bn/AssignMovingAvg_1 (512/3.08k flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/conv_pw_7_bn/moving_variance (512/512 flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/mul (512/512 flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/sub (512/512 flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/sub_3 (512/512 flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/truediv (512/512 flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/AssignAdd (1/1 flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/Pow (1/1 flops)
conv_pw_7_bn/AssignMovingAvg_1/conv_pw_7_bn/moving_variance/sub_1 (1/1 flops)