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GPU Kernel Information Aggregated by Layer

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layer_index	layer_name	layer_type	layer_duration (us)	layer_gpu_duration (us)	layer_cpu_duration (us)	layer_flops	layer_dram_read_bytes	layer_dram_write_bytes	layer_achieved_occupancy (%)	layer_arithmetic_intensity (flops/byte)	layer_arithmetic_throughput (GFlops)	layer_memory_bound

layer_index	layer_name	layer_type	layer_duration (us)	layer_gpu_duration (us)	layer_cpu_duration (us)	layer_flops	layer_dram_read_bytes	layer_dram_write_bytes	layer_achieved_occupancy (%)	layer_arithmetic_intensity (flops/byte)	layer_arithmetic_throughput (GFlops)	layer_memory_bound
1	InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise-0-TransposeNHWCToNCHW-LayoutOptimizer	Transpose	369.00	274.67	94.33	0	77077994.67	79643914.67	93.30	0.00	0.00	true
2	InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise	DepthwiseConv2dNative	3719.67	3455.78	263.89	35144073216	91333770.67	125401461.33	26.81	162.15	10169.65	false
3	InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d	Conv2D	907.33	806.67	100.67	5138022400	5068192.00	33194208.00	24.59	134.28	6369.45	false
4	InceptionV2/InceptionV2/Conv2d_1a_7x7/BiasAdd	BiasAdd	1339.33	1307.67	31.67	102760448	116605354.67	232124682.67	48.30	0.29	78.58	true
5	InceptionV2/InceptionV2/Conv2d_1a_7x7/Relu	Relu	1050.67	1031.00	19.67	0	59240736.00	120555328.00	98.20	0.00	0.00	true
6	InceptionV2/InceptionV2/MaxPool_2a_3x3/MaxPool	MaxPool	881.00	835.67	45.33	25690112	27061770.67	16343946.67	72.30	0.59	30.74	true
7	InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/batchnorm/mul	Conv2D	404.67	309.67	95.00	3339714560	102804469.33	100930762.67	24.30	16.39	10784.86	true
8	InceptionV2/InceptionV2/Conv2d_2b_1x1/BatchNorm/batchnorm/add_1	Add	289.33	259.67	29.67	25690112	102764906.67	102808042.67	49.50	0.12	98.93	true
9	InceptionV2/InceptionV2/Conv2d_2b_1x1/Relu	Relu	274.67	256.33	18.33	0	102760608.00	102746133.33	97.30	0.00	0.00	true
10	InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/batchnorm/mul	Conv2D	4483.33	4367.67	115.67	47784321024	27771776.00	148606080.00	15.83	270.92	10940.47	false
11	InceptionV2/InceptionV2/Conv2d_2c_3x3/BatchNorm/batchnorm/add_1	Add	796.00	770.67	25.33	77070336	97498666.67	152450602.67	49.90	0.31	100.00	true
12	InceptionV2/InceptionV2/Conv2d_2c_3x3/Relu	Relu	788.00	769.33	18.67	0	7379626.67	16243072.00	98.10	0.00	0.00	true
13	InceptionV2/InceptionV2/MaxPool_3a_3x3/MaxPool	MaxPool	665.67	627.67	38.00	19267584	128.00	1280.00	71.90	13684.36	30.70	false
14	InceptionV2/InceptionV2/Mixed_3b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	617.00	584.00	33.00	506418816	10035242.67	12870570.67	69.90	22.11	867.16	false
15	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	324.67	237.33	87.33	2479095808	77167584.00	25426592.00	22.94	24.16	10445.60	false
16	InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	316.67	237.67	79.00	2479095808	77163488.00	25736490.67	22.94	24.09	10430.96	false
17	InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	319.00	237.33	81.67	2479095808	77172853.33	25756597.33	23.04	24.09	10445.60	false
18	InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	263.33	163.00	100.33	1239547904	77159605.33	13364746.67	20.03	13.69	7604.59	true
19	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	90.33	66.33	24.00	6422528	25691648.00	24854133.33	48.10	0.13	96.82	true
20	InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	86.67	68.00	18.67	6422528	25690624.00	25720736.00	48.20	0.12	94.45	true
21	InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	86.33	68.00	18.33	6422528	25690624.00	25665557.33	48.20	0.13	94.45	true
22	InceptionV2/InceptionV2/Mixed_3b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	53.67	35.33	18.33	3211264	12845440.00	12794144.00	46.90	0.13	90.89	true
23	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0a_1x1/Relu	Relu	84.00	66.00	18.00	0	25690272.00	25700458.67	93.80	0.00	0.00	true
24	InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0a_1x1/Relu	Relu	83.33	66.00	17.33	0	25690272.00	25704725.33	93.60	0.00	0.00	true
25	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	707.33	567.00	140.33	3253403648	141899968.00	157866698.67	32.88	10.85	5737.93	true
26	InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	554.00	457.00	97.00	4551057408	65380277.33	29029685.33	24.45	48.21	9958.55	false
27	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	126.00	101.67	24.33	9633792	38898528.00	36568586.67	48.90	0.13	94.76	true
28	InceptionV2/InceptionV2/Mixed_3b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	85.67	67.00	18.67	6422528	25690624.00	25673632.00	48.20	0.13	95.86	true
29	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0b_3x3/Relu	Relu	116.33	97.67	18.67	0	38535584.00	38500000.00	95.40	0.00	0.00	true
30	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	834.00	718.33	115.67	4718739456	186433482.67	189077738.67	31.83	12.57	6569.00	true
31	InceptionV2/InceptionV2/Mixed_3b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	125.67	101.67	24.00	9633792	38536874.67	38656042.67	48.80	0.12	94.76	true
32	InceptionV2/InceptionV2/Mixed_3b/concat	ConcatV2	340.00	281.18	58.82	0	102764416.00	102980928.00	96.50	0.00	0.00	true
33	InceptionV2/InceptionV2/Mixed_3b/Branch_0/Conv2d_0a_1x1/Relu	Relu	278.00	257.67	20.33	0	102760608.00	102705728.00	97.20	0.00	0.00	true
34	InceptionV2/InceptionV2/Mixed_3c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	914.67	879.00	35.67	617859968	9125290.67	23366005.33	67.90	19.02	702.91	false
35	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	402.00	310.33	91.67	3301179392	102977077.33	25442933.33	22.99	25.71	10637.54	false
36	InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	391.67	306.00	85.67	3301179392	102945909.33	25754880.00	23.03	25.65	10788.17	false
37	InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	394.33	306.67	87.67	3301179392	102942432.00	25770410.67	23.03	25.65	10764.74	false
38	InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	391.33	305.67	85.67	3301179392	102922720.00	25752682.67	23.12	25.66	10799.96	false
39	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	92.00	66.67	25.33	6422528	25691392.00	25283338.67	48.10	0.13	96.34	true
40	InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	87.00	67.33	19.67	6422528	25690624.00	25707669.33	48.30	0.12	95.38	true
41	InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	86.33	68.00	18.33	6422528	25690624.00	25671968.00	48.20	0.13	94.45	true
42	InceptionV2/InceptionV2/Mixed_3c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	86.33	68.33	18.00	6422528	25690624.00	25715146.67	48.20	0.12	93.99	true
43	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0a_1x1/Relu	Relu	84.67	67.00	17.67	0	25690528.00	25637824.00	93.40	0.00	0.00	true
44	InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0a_1x1/Relu	Relu	83.33	66.33	17.00	0	25690272.00	25687061.33	93.70	0.00	0.00	true
45	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	662.00	547.00	115.00	3253403648	141884309.33	157775552.00	32.57	10.86	5947.72	true
46	InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	662.67	541.33	121.33	3253403648	141746954.67	157850464.00	32.47	10.86	6009.99	true
47	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	125.00	101.33	23.67	9633792	38536960.00	38671765.33	48.80	0.12	95.07	true
48	InceptionV2/InceptionV2/Mixed_3c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	118.67	100.33	18.33	9633792	38535893.33	38526709.33	48.90	0.13	96.02	true
49	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0b_3x3/Relu	Relu	117.33	98.00	19.33	0	38535328.00	38498282.67	95.50	0.00	0.00	true
50	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	834.00	720.67	113.33	4718739456	186263328.00	189036565.33	31.89	12.57	6547.74	true
51	InceptionV2/InceptionV2/Mixed_3c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	124.67	101.00	23.67	9633792	38536746.67	38660085.33	48.90	0.12	95.38	true
52	InceptionV2/InceptionV2/Mixed_3c/concat	ConcatV2	400.00	347.55	52.45	0	128453930.67	128661440.00	96.90	0.00	0.00	true
53	InceptionV2/InceptionV2/Mixed_3c/Branch_0/Conv2d_0a_1x1/Relu	Relu	340.33	319.00	21.33	0	128450805.33	128325418.67	97.60	0.00	0.00	true
54	InceptionV2/InceptionV2/Mixed_4a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	335.33	301.00	34.33	8028160	128457664.00	40757120.00	62.60	0.05	26.67	true
55	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	457.67	374.33	83.33	4123262976	128728074.67	24313866.67	23.27	26.94	11014.96	false
56	InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	783.00	672.00	111.00	8246525952	164384.00	108320.00	24.17	30239.84	12271.62	false
57	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	90.67	67.33	23.33	6422528	25691136.00	25095840.00	48.20	0.13	95.38	true
58	InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	149.67	131.67	18.00	12845056	51380992.00	51386912.00	49.10	0.12	97.56	true
59	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0a_1x1/Relu	Relu	85.00	66.33	18.67	0	25690528.00	25644917.33	93.40	0.00	0.00	true
60	InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_0a_1x1/Relu	Relu	146.67	130.00	16.67	0	51380384.00	51377141.33	96.30	0.00	0.00	true
61	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	658.00	545.00	113.00	3253403648	141861888.00	157776992.00	32.50	10.86	5969.55	true
62	InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	1273.33	1168.00	105.33	11107762176	63342101.33	59735018.67	28.26	90.25	9510.06	false
63	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	124.67	100.67	24.00	9633792	38588640.00	37879765.33	48.90	0.13	95.70	true
64	InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	64.00	45.00	19.00	4014080	16057216.00	16058378.67	47.10	0.12	89.20	true
65	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_0b_3x3/Relu	Relu	115.67	98.00	17.67	0	38535584.00	38496576.00	95.30	0.00	0.00	true
66	InceptionV2/InceptionV2/Mixed_4a/Branch_0/Conv2d_1a_3x3/Relu	Relu	59.33	43.00	16.33	0	16056480.00	16036917.33	90.30	0.00	0.00	true
67	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	674.33	570.67	103.67	4166615040	124531114.67	52632906.67	29.08	23.52	7301.31	false
68	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	48.00	25.00	23.00	2408448	7059520.00	8458826.67	45.20	0.16	96.34	true
69	InceptionV2/InceptionV2/Mixed_4a/Branch_1/Conv2d_1a_3x3/Relu	Relu	41.67	25.00	16.67	0	7805216.00	9359989.33	86.80	0.00	0.00	true
70	InceptionV2/InceptionV2/Mixed_4a/concat	ConcatV2	206.00	156.89	49.11	0	54597088.00	54972746.67	95.70	0.00	0.00	true
71	InceptionV2/InceptionV2/Mixed_4b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	514.00	480.33	33.67	370308864	40647765.33	49774453.33	61.00	4.10	770.94	true
72	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	359.00	272.33	86.67	2779348992	132757600.00	10863744.00	21.13	19.35	10205.66	false
73	InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	276.33	193.00	83.33	1852899328	59643114.67	6675818.67	16.30	27.94	9600.51	false
74	InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	748.00	659.00	89.00	7411597312	516437.33	413130.67	22.97	7973.16	11246.73	false
75	InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	456.67	370.00	86.67	3705798656	114055573.33	13870528.00	21.62	28.97	10015.67	false
76	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	50.33	27.67	22.67	2408448	9636842.67	8836597.33	45.20	0.13	87.05	true
77	InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	40.33	20.00	20.33	1605632	6422997.33	6404810.67	45.30	0.13	80.28	true
78	InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	79.33	60.67	18.67	5619712	22479978.67	22490784.00	47.90	0.12	92.63	true
79	InceptionV2/InceptionV2/Mixed_4b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	54.00	35.67	18.33	3211264	12845824.00	12832544.00	47.10	0.13	90.03	true
80	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0a_1x1/Relu	Relu	44.67	26.67	18.00	0	9633952.00	9494933.33	89.10	0.00	0.00	true
81	InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0a_1x1/Relu	Relu	36.00	19.00	17.00	0	6422688.00	6413098.67	85.70	0.00	0.00	true
82	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	456.67	321.38	135.29	2010120192	56815882.67	62649642.67	37.51	16.83	6254.65	true
83	InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	276.00	184.33	91.67	1706913792	9129600.00	11990986.67	24.08	80.82	9259.95	false
84	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	61.00	37.00	24.00	3211264	12968362.67	12250538.67	47.10	0.13	86.79	true
85	InceptionV2/InceptionV2/Mixed_4b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	47.00	28.00	19.00	2408448	9634432.00	9610357.33	45.80	0.13	86.02	true
86	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0b_3x3/Relu	Relu	52.67	34.33	18.33	0	12845450.67	12771786.67	89.30	0.00	0.00	true
87	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	514.00	399.72	114.28	2650210304	72072362.67	72281504.00	35.88	18.36	6630.25	false
88	InceptionV2/InceptionV2/Mixed_4b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	60.33	35.67	24.67	3211264	12154389.33	12813013.33	47.20	0.13	90.03	true
89	InceptionV2/InceptionV2/Mixed_4b/concat	ConcatV2	220.00	155.54	64.46	0	53522901.33	53571530.67	94.90	0.00	0.00	true
90	InceptionV2/InceptionV2/Mixed_4b/Branch_0/Conv2d_0a_1x1/Relu	Relu	165.33	145.00	20.33	0	57802912.00	57697632.00	96.30	0.00	0.00	true
91	InceptionV2/InceptionV2/Mixed_4c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	584.00	547.67	36.33	321838464	19267776.00	24832725.33	61.40	7.30	587.65	true
92	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	361.33	271.00	90.33	2779348992	131228138.67	10825248.00	21.05	19.57	10255.90	false
93	InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	359.33	270.67	88.67	2779348992	131950730.67	10746101.33	21.20	19.48	10268.52	false
94	InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	577.00	491.33	85.67	5558697984	112133450.67	14050485.33	23.39	44.05	11313.50	false
95	InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	454.67	369.00	85.67	3705798656	113428309.33	14735317.33	21.50	28.91	10042.81	false
96	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	51.00	28.00	23.00	2408448	9637184.00	8770826.67	45.40	0.13	86.02	true
97	InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	47.00	28.33	18.67	2408448	9634432.00	9616586.67	45.70	0.13	85.01	true
98	InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	70.67	53.00	17.67	4816896	19268608.00	19289365.33	47.40	0.12	90.88	true
99	InceptionV2/InceptionV2/Mixed_4c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	54.33	36.00	18.33	3211264	12845824.00	12805141.33	47.00	0.13	89.20	true
100	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0a_1x1/Relu	Relu	44.67	26.33	18.33	0	9634208.00	9501578.67	89.10	0.00	0.00	true
101	InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0a_1x1/Relu	Relu	45.00	26.00	19.00	0	9633952.00	9633824.00	88.70	0.00	0.00	true
102	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	437.00	312.95	124.05	2010120192	56725674.67	62616149.33	36.82	16.84	6423.07	true
103	InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	429.33	311.90	117.43	2010120192	56782026.67	62419253.33	36.73	16.86	6444.66	true
104	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	59.33	37.00	22.33	3211264	12846282.67	12821152.00	47.10	0.13	86.79	true
105	InceptionV2/InceptionV2/Mixed_4c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	55.33	36.00	19.33	3211264	12845824.00	12844181.33	47.00	0.13	89.20	true
106	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0b_3x3/Relu	Relu	52.67	34.67	18.00	0	12845216.00	12777941.33	89.20	0.00	0.00	true
107	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	512.00	395.62	116.38	2650210304	72158837.33	72274592.00	35.79	18.35	6698.88	false
108	InceptionV2/InceptionV2/Mixed_4c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	59.00	36.00	23.00	3211264	12159050.67	12817408.00	47.00	0.13	89.20	true
109	InceptionV2/InceptionV2/Mixed_4c/concat	ConcatV2	218.00	158.64	59.36	0	53521706.67	53616234.67	94.90	0.00	0.00	true
110	InceptionV2/InceptionV2/Mixed_4c/Branch_0/Conv2d_0a_1x1/Relu	Relu	165.00	144.67	20.33	0	57802912.00	57658016.00	96.40	0.00	0.00	true
111	InceptionV2/InceptionV2/Mixed_4d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	582.33	548.33	34.00	315080064	17762218.67	22150218.67	61.50	7.89	574.61	true
112	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	458.67	369.33	89.33	3705798656	115179093.33	14643306.67	21.53	28.55	10033.73	false
113	InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	456.33	368.33	88.00	3705798656	114354293.33	14304800.00	21.47	28.80	10061.00	false
114	InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	533.33	448.67	84.67	4632248320	164392373.33	14971669.33	20.77	25.83	10324.47	false
115	InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	354.00	269.00	85.00	2779348992	132843018.67	10141642.67	21.08	19.44	10332.15	false
116	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	61.00	36.33	24.67	3211264	12905920.00	12590698.67	47.10	0.13	88.38	true
117	InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	55.33	36.00	19.33	3211264	12845824.00	12846496.00	46.90	0.12	89.20	true
118	InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	63.67	45.00	18.67	4014080	16057216.00	16086133.33	47.10	0.12	89.20	true
119	InceptionV2/InceptionV2/Mixed_4d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	46.67	28.00	18.67	2408448	9634432.00	9589664.00	45.60	0.13	86.02	true
120	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0a_1x1/Relu	Relu	52.67	34.33	18.33	0	12845216.00	12764768.00	89.80	0.00	0.00	true
121	InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0a_1x1/Relu	Relu	51.00	34.00	17.00	0	12845216.00	12845045.33	89.70	0.00	0.00	true
122	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	580.67	460.00	120.67	3294707712	81923061.33	85579029.33	35.92	19.67	7162.41	false
123	InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	576.00	459.62	116.38	3294707712	82572693.33	85507296.00	35.88	19.60	7168.33	false
124	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	69.33	46.00	23.33	4014080	16058560.00	16049045.33	47.20	0.13	87.26	true
125	InceptionV2/InceptionV2/Mixed_4d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	63.00	45.33	17.67	4014080	16057216.00	16044352.00	47.00	0.13	88.55	true
126	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0b_3x3/Relu	Relu	60.00	43.33	16.67	0	16056480.00	15993216.00	90.90	0.00	0.00	true
127	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	665.33	550.90	114.43	4090306560	99061824.00	96593738.67	35.26	20.91	7424.70	false
128	InceptionV2/InceptionV2/Mixed_4d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	68.00	45.00	23.00	4014080	15735541.33	16036416.00	47.20	0.13	89.20	true
129	InceptionV2/InceptionV2/Mixed_4d/concat	ConcatV2	220.67	174.73	45.94	0	62085077.33	62097621.33	95.20	0.00	0.00	true
130	InceptionV2/InceptionV2/Mixed_4d/Branch_0/Conv2d_0a_1x1/Relu	Relu	166.67	145.00	21.67	0	57802912.00	57689120.00	96.40	0.00	0.00	true
131	InceptionV2/InceptionV2/Mixed_4e/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	585.33	552.00	33.33	309444864	16859157.33	20302752.00	61.50	8.33	560.59	true
132	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	536.00	445.00	91.00	4632248320	167030378.67	15780800.00	20.73	25.34	10409.55	false
133	InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	455.67	368.00	87.67	3705798656	114416202.67	14215477.33	21.28	28.81	10070.11	false
134	InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	357.00	270.67	86.33	2779348992	132933173.33	10162933.33	21.22	19.42	10268.52	false
135	InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	355.00	271.67	83.33	2779348992	132725184.00	10811829.33	21.23	19.36	10230.72	false
136	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	70.33	46.33	24.00	4014080	16118944.00	15812373.33	47.10	0.13	86.64	true
137	InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	54.67	35.33	19.33	3211264	12845824.00	12828021.33	47.10	0.13	90.89	true
138	InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	48.00	28.00	20.00	2408448	9634432.00	9628832.00	45.80	0.13	86.02	true
139	InceptionV2/InceptionV2/Mixed_4e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	47.00	28.00	19.00	2408448	9634496.00	9620682.67	45.80	0.13	86.02	true
140	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0a_1x1/Relu	Relu	59.67	43.00	16.67	0	16056437.33	16008053.33	91.00	0.00	0.00	true
141	InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0a_1x1/Relu	Relu	51.00	34.33	16.67	0	12845216.00	12835434.67	89.90	0.00	0.00	true
142	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	764.00	641.43	122.57	4890312704	109913962.67	111125120.00	35.40	22.12	7624.09	false
143	InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	656.00	539.95	116.05	3939205120	91381770.67	98734122.67	35.89	20.72	7295.47	false
144	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	77.33	54.00	23.33	4816896	19269184.00	19274048.00	47.40	0.12	89.20	true
145	InceptionV2/InceptionV2/Mixed_4e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	72.00	53.33	18.67	4816896	19268608.00	19268032.00	47.30	0.12	90.32	true
146	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0b_3x3/Relu	Relu	68.33	51.00	17.33	0	19267744.00	19200746.67	92.30	0.00	0.00	true
147	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	864.00	747.71	116.29	5841420288	111677152.00	115844074.67	34.68	25.67	7812.37	false
148	InceptionV2/InceptionV2/Mixed_4e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	77.00	53.33	23.67	4816896	19102464.00	19264117.33	47.50	0.13	90.32	true
149	InceptionV2/InceptionV2/Mixed_4e/concat	ConcatV2	216.00	164.27	51.73	0	57806549.33	57943253.33	95.10	0.00	0.00	true
150	InceptionV2/InceptionV2/Mixed_4e/Branch_0/Conv2d_0a_1x1/Relu	Relu	165.33	144.33	21.00	0	57802912.00	57686762.67	96.50	0.00	0.00	true
151	InceptionV2/InceptionV2/Mixed_5a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	169.00	134.67	34.33	3612672	57810901.33	19670368.00	66.80	0.05	26.83	true
152	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	577.67	487.67	90.00	5558697984	113794656.00	13101706.67	23.52	43.81	11398.55	false
153	InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	460.67	368.33	92.33	3705798656	114980480.00	14841269.33	21.38	28.55	10061.00	false
154	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	76.00	52.33	23.67	4816896	19271093.33	18418720.00	47.40	0.13	92.04	true
155	InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	55.67	35.33	20.33	3211264	12845824.00	12803232.00	47.10	0.13	90.89	true
156	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0a_1x1/Relu	Relu	68.67	51.00	17.67	0	19268000.00	19222048.00	91.90	0.00	0.00	true
157	InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_0a_1x1/Relu	Relu	51.67	34.33	17.33	0	12845216.00	12819882.67	89.80	0.00	0.00	true
158	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	1078.67	960.72	117.95	7752450048	61199392.00	116488245.34	33.98	43.63	8069.46	false
159	InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	423.67	320.33	103.33	2776940544	29972394.67	21343808.00	20.04	54.11	8668.92	false
160	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	92.67	69.00	23.67	6422528	25692053.33	25845696.00	48.20	0.12	93.08	true
161	InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	35.33	16.67	18.67	1204224	4818666.67	4797813.33	45.10	0.13	72.25	true
162	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_0b_3x3/Relu	Relu	83.00	66.33	16.67	0	25690400.00	25656864.00	93.50	0.00	0.00	true
163	InceptionV2/InceptionV2/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu	Relu	31.33	15.00	16.33	0	4817056.00	4602997.33	81.20	0.00	0.00	true
164	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	939.67	843.33	96.33	7401963520	28126634.67	32534538.67	21.18	122.02	8777.04	false
165	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	38.67	16.00	22.67	1605632	3049578.67	5161898.67	45.60	0.20	100.35	true
166	InceptionV2/InceptionV2/Mixed_5a/Branch_1/Conv2d_1a_3x3/Relu	Relu	30.00	11.33	18.67	0	931978.67	5113514.67	75.00	0.00	0.00	true
167	InceptionV2/InceptionV2/Mixed_5a/concat	ConcatV2	119.00	72.11	46.89	0	23550496.00	23752256.00	93.60	0.00	0.00	true
168	InceptionV2/InceptionV2/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	265.33	231.00	34.33	139218176	25693290.67	32049706.67	65.20	2.41	602.68	true
169	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	312.00	226.00	86.00	2468659200	31123690.67	5216149.33	12.86	67.93	10923.27	false
170	InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	312.33	226.33	86.00	2468659200	31536544.00	6688586.67	13.01	64.58	10907.20	false
171	InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	525.00	438.00	87.00	4937318400	81938549.33	11037194.67	23.67	53.10	11272.42	false
172	InceptionV2/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	314.67	223.00	91.67	1645772800	40251328.00	5895424.00	9.46	35.66	7380.15	false
173	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	38.67	12.33	26.33	1003520	4015349.33	2161322.67	45.60	0.16	81.37	true
174	InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	35.67	16.33	19.33	1204224	4818432.00	4951072.00	45.30	0.12	73.73	true
175	InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	44.67	26.67	18.00	2207744	8832661.33	8843776.00	45.10	0.12	82.79	true
176	InceptionV2/InceptionV2/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	32.00	12.67	19.33	802816	3212010.67	3232096.00	45.30	0.12	63.38	true
177	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu	Relu	30.00	13.00	17.00	0	4014197.33	3672064.00	78.90	0.00	0.00	true
178	InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu	Relu	32.33	15.00	17.33	0	4817013.33	4883381.33	80.90	0.00	0.00	true
179	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	557.67	469.33	88.33	4627431424	4594133.33	6617504.00	16.11	412.73	9859.59	false
180	InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	839.00	735.00	104.00	8426250240	2373866.67	6228970.67	25.09	979.47	11464.29	false
181	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	43.00	19.00	24.00	1404928	5622570.67	5059168.00	44.50	0.13	73.94	true
182	InceptionV2/InceptionV2/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	43.67	24.33	19.33	2007040	7873856.00	7994474.67	45.50	0.13	82.48	true
183	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu	Relu	34.33	17.00	17.33	0	5620128.00	5485056.00	83.00	0.00	0.00	true
184	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	1052.67	933.76	118.90	7899336704	41365504.00	101296725.33	32.39	55.37	8459.69	false
185	InceptionV2/InceptionV2/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	38.00	15.00	23.00	1404928	3420373.33	4264832.00	45.90	0.18	93.66	true
186	InceptionV2/InceptionV2/Mixed_5b/concat	ConcatV2	131.00	81.73	49.27	0	26761984.00	26713034.67	93.70	0.00	0.00	true
187	InceptionV2/InceptionV2/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu	Relu	87.00	65.67	21.33	0	25419168.00	25489728.00	93.10	0.00	0.00	true
188	InceptionV2/InceptionV2/Mixed_5c/Branch_3/MaxPool_0a_3x3/MaxPool	MaxPool	178.67	144.00	34.67	6422528	25695552.00	29624298.67	65.50	0.12	44.60	true
189	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	321.00	231.00	90.00	2468659200	31481728.00	6728106.67	12.95	64.61	10686.84	false
190	InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	311.67	227.33	84.33	2468659200	31511413.33	6680490.67	12.97	64.64	10859.22	false
191	InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	530.00	437.33	92.67	4937318400	82760320.00	11113237.33	23.68	52.60	11289.61	false
192	InceptionV2/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	309.33	223.00	86.33	1645772800	40324672.00	5921664.00	9.36	35.59	7380.15	false
193	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	39.67	15.00	24.67	1204224	4818901.33	3043797.33	44.60	0.15	80.28	true
194	InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	34.00	16.33	17.67	1204224	4818144.00	4891456.00	45.10	0.12	73.73	true
195	InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	45.33	26.33	19.00	2207744	8832512.00	8831658.67	45.10	0.12	83.84	true
196	InceptionV2/InceptionV2/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	30.33	13.00	17.33	802816	3211968.00	3241824.00	45.40	0.12	61.76	true
197	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu	Relu	33.00	15.00	18.00	0	4817056.00	4566432.00	82.20	0.00	0.00	true
198	InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu	Relu	32.00	15.00	17.00	0	4816992.00	4793557.33	81.90	0.00	0.00	true
199	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	929.00	809.10	119.90	6792720384	75554784.00	101238890.67	32.31	38.42	8395.44	false
200	InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	822.33	731.00	91.33	8426250240	2277845.33	5254474.67	25.05	1118.68	11527.02	false
201	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	43.33	19.00	24.33	1404928	5621632.00	5079957.33	44.50	0.13	73.94	true
202	InceptionV2/InceptionV2/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	43.67	25.00	18.67	2007040	7883754.67	8026965.33	45.60	0.13	80.28	true
203	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu	Relu	35.33	16.67	18.67	0	5620128.00	5405258.67	83.20	0.00	0.00	true
204	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	1046.67	926.24	120.43	7899336704	46346016.00	102897450.67	32.05	52.93	8528.40	false
205	InceptionV2/InceptionV2/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	39.00	14.67	24.33	1404928	3431296.00	4249205.33	45.80	0.18	95.79	true
206	InceptionV2/InceptionV2/Mixed_5c/concat	ConcatV2	132.67	82.55	50.12	0	26766933.33	26750997.33	93.70	0.00	0.00	true
207	InceptionV2/InceptionV2/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu	Relu	85.33	65.33	20.00	0	25395146.67	25496661.33	93.00	0.00	0.00	true
208	InceptionV2/Logits/AvgPool_1a_7x7/AvgPool	AvgPool	116.67	79.67	37.00	9225472	54039530.67	3563061.33	63.10	0.16	115.80	true
209	InceptionV2/Logits/Conv2d_1c_1x1/convolution	Conv2D	324.33	236.00	88.33	268697600	6203562.67	2589194.67	10.45	30.56	1138.55	false
210	InceptionV2/Logits/Conv2d_1c_1x1/BiasAdd	BiasAdd	27.67	5.67	22.00	128128	5824.00	586.67	44.10	19.99	22.61	false
211	InceptionV2/Logits/Conv2d_1c_1x1/BiasAdd-0-0-TransposeNCHWToNHWC-LayoutOptimizer	Transpose	8.00	0.00	8.00	0	0.00	0.00	0.00	0.00	0.00	true
212	InceptionV2/Logits/SpatialSqueeze	Squeeze	11.33	0.00	11.33	0	0.00	0.00	0.00	0.00	0.00	true
213	InceptionV2/Predictions/Shape	Shape	11.33	0.00	11.33	0	0.00	0.00	0.00	0.00	0.00	true
214	InceptionV2/Predictions/Softmax	Softmax	67.00	19.67	47.33	4366848	13056.00	1322.67	15.28	303.70	222.04	false
215	InceptionV2/Predictions/Reshape_1	Reshape	9.00	0.00	9.00	0	0.00	0.00	0.00	0.00	0.00	true

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