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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	InceptionV4/InceptionV4/Conv2d_1a_3x3/BatchNorm/batchnorm/mul-0-TransposeNHWCToNCHW-LayoutOptimizer	Transpose	84.33	8.00	76.33	0	7008.00	65696.00	84.10	0.00	0.00	true
2	InceptionV4/InceptionV4/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	208.33	22.00	186.33	46192416	1226186.67	3397269.33	21.45	9.99	2099.66	true
3	InceptionV4/InceptionV4/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	41.00	6.00	35.00	710432	640.00	344192.00	78.90	2.06	118.41	true
4	InceptionV4/InceptionV4/Conv2d_1a_3x3/Relu	Relu	24.67	5.00	19.67	0	768.00	200320.00	68.70	0.00	0.00	true
5	InceptionV4/InceptionV4/Conv2d_2a_3x3/BatchNorm/batchnorm/mul	Conv2D	169.33	48.33	121.00	215242752	615637.33	3532000.00	22.27	51.90	4453.33	false
6	InceptionV4/InceptionV4/Conv2d_2a_3x3/BatchNorm/batchnorm/add_1	Add	27.67	6.00	21.67	691488	277.33	146389.33	78.10	4.71	115.25	true
7	InceptionV4/InceptionV4/Conv2d_2a_3x3/Relu	Relu	22.00	5.00	17.00	0	0.00	189386.67	67.60	0.00	0.00	true
8	InceptionV4/InceptionV4/Conv2d_2b_3x3/BatchNorm/batchnorm/mul	Conv2D	147.00	57.67	89.33	430485504	2187178.67	7759477.33	23.46	43.28	7465.02	false
9	InceptionV4/InceptionV4/Conv2d_2b_3x3/BatchNorm/batchnorm/add_1	Add	31.33	10.33	21.00	1382976	1617472.00	3343061.33	86.20	0.28	133.84	true
10	InceptionV4/InceptionV4/Conv2d_2b_3x3/Relu	Relu	24.33	7.00	17.33	0	96.00	4955552.00	75.40	0.00	0.00	true
11	InceptionV4/InceptionV4/Mixed_3a/Branch_1/Conv2d_0a_3x3/BatchNorm/batchnorm/mul	Conv2D	179.33	100.33	79.00	591515232	632224.00	3110880.00	16.58	158.03	5895.52	false
12	InceptionV4/InceptionV4/Mixed_3a/Branch_0/MaxPool_0a_3x3/MaxPool	MaxPool	63.67	18.00	45.67	341056	4553280.00	2985514.67	66.50	0.05	18.95	true
13	InceptionV4/InceptionV4/Mixed_3a/Branch_1/Conv2d_0a_3x3/BatchNorm/batchnorm/add_1	Add	27.67	6.33	21.33	511584	1284074.67	733749.33	72.30	0.25	80.78	true
14	InceptionV4/InceptionV4/Mixed_3a/Branch_1/Conv2d_0a_3x3/Relu	Relu	19.33	4.00	15.33	0	96.00	346602.67	68.70	0.00	0.00	true
15	InceptionV4/InceptionV4/Mixed_3a/concat	ConcatV2	80.00	0.00	80.00	0	0.00	0.00	0.00	0.00	NaN	true
16	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	116.00	31.00	85.00	109786176	249930.67	1765610.67	15.25	54.47	3541.49	false
17	InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	111.33	31.00	80.33	109786176	71381.33	1464384.00	14.91	71.49	3541.49	false
18	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	26.67	5.00	21.67	341056	186325.33	867637.33	58.20	0.32	68.21	true
19	InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.67	5.00	15.67	341056	256.00	618698.67	52.90	0.55	68.21	true
20	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.67	4.00	15.67	0	0.00	132106.67	60.50	0.00	0.00	true
21	InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_0a_1x1/Relu	Relu	18.00	4.00	14.00	0	0.00	48384.00	60.20	0.00	0.00	true
22	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	306.00	106.33	199.67	136246442.666	257813.33	5798869.33	4.84	22.50	1281.31	true
23	InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	140.67	47.67	93.00	300337152	1556682.67	2069301.33	20.79	82.83	6300.74	false
24	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	26.00	5.00	21.00	341056	116917.33	798698.67	62.00	0.37	68.21	true
25	InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	21.00	4.67	16.33	483936	384.00	779413.33	68.60	0.62	103.69	true
26	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0b_1x7/Relu	Relu	19.00	4.00	15.00	0	1024.00	558560.00	60.50	0.00	0.00	true
27	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	166.33	71.67	94.67	308969472	141770.67	1574624.00	8.28	180.01	4311.18	false
28	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	25.00	5.00	20.00	341056	512.00	36565.33	54.00	9.20	68.21	true
29	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_0c_7x1/Relu	Relu	20.00	4.00	16.00	0	0.00	298.67	60.60	0.00	0.00	true
30	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	129.33	43.00	86.33	300337152	527306.67	2846762.67	20.93	89.01	6984.58	false
31	InceptionV4/InceptionV4/Mixed_4a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	25.67	5.00	20.67	483936	384.00	31104.00	68.50	15.37	96.79	true
32	InceptionV4/InceptionV4/Mixed_4a/concat	ConcatV2	69.67	0.00	69.67	0	0.00	0.00	0.00	0.00	NaN	true
33	InceptionV4/InceptionV4/Mixed_4a/Branch_0/Conv2d_1a_3x3/Relu	Relu	24.00	6.00	18.00	0	422869.33	2404128.00	77.00	0.00	0.00	true
34	InceptionV4/InceptionV4/Mixed_5a/Branch_1/MaxPool_1a_3x3/MaxPool	MaxPool	41.33	10.00	31.33	235200	8032.00	1285290.67	59.50	0.18	23.52	true
35	InceptionV4/InceptionV4/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	309.67	216.00	93.67	849838080	4812704.00	3397952.00	8.20	103.50	3934.44	false
36	InceptionV4/InceptionV4/Mixed_5a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	235200	1088.00	768.00	59.70	126.72	58.80	false
37	InceptionV4/InceptionV4/Mixed_5a/Branch_0/Conv2d_1a_3x3/Relu	Relu	19.00	3.00	16.00	0	96.00	298.67	68.40	0.00	0.00	true
38	InceptionV4/InceptionV4/Mixed_5a/concat	ConcatV2	42.67	0.00	42.67	0	0.00	0.00	0.00	0.00	NaN	true
39	InceptionV4/InceptionV4/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	52.67	18.33	34.33	12156951	10240.00	1939744.00	62.10	6.23	663.12	true
40	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	119.33	36.00	83.33	61420096	115776.00	373973.33	7.50	125.41	1706.11	false
41	InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	105.33	29.00	76.33	61420096	98304.00	337749.33	8.58	140.85	2117.93	false
42	InceptionV4/InceptionV4/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	115.67	41.00	74.67	92130144	147456.00	513792.00	8.40	139.33	2247.08	false
43	InceptionV4/InceptionV4/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	115.33	41.00	74.33	92130144	147456.00	468960.00	8.29	149.46	2247.08	false
44	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.00	4.00	21.00	78400	512.00	35498.67	45.30	2.18	19.60	true
45	InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.33	3.00	16.33	78400	256.00	97184.00	44.10	0.80	26.13	true
46	InceptionV4/InceptionV4/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.33	4.00	15.33	117600	384.00	187285.33	53.60	0.63	29.40	true
47	InceptionV4/InceptionV4/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	18.67	3.00	15.67	117600	384.00	33034.67	53.60	3.52	39.20	true
48	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	0.00	43.90	0.00	0.00	true
49	InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.00	3.00	15.00	0	0.00	426.67	43.60	0.00	0.00	true
50	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	119.33	31.00	88.33	100349952	227328.00	633354.67	15.56	116.59	3237.10	false
51	InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	112.67	27.33	85.33	100349952	221184.00	456053.33	16.98	148.18	3671.38	false
52	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	24.00	3.00	21.00	117600	384.00	298.67	54.60	172.27	39.20	false
53	InceptionV4/InceptionV4/Mixed_5b/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	19.00	3.67	15.33	117600	384.00	640.00	53.70	114.84	32.07	false
54	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu	Relu	18.67	3.00	15.67	0	0.00	0.00	59.80	0.00	0.00	true
55	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	118.00	35.00	83.00	149557248	331776.00	488768.00	16.55	182.27	4273.06	false
56	InceptionV4/InceptionV4/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	24.00	3.33	20.67	117600	384.00	0.00	54.60	306.25	35.28	false
57	InceptionV4/InceptionV4/Mixed_5b/concat	ConcatV2	65.33	0.00	65.33	0	0.00	0.00	0.00	0.00	NaN	true
58	InceptionV4/InceptionV4/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu	Relu	21.33	4.00	17.33	0	0.00	412181.33	65.00	0.00	0.00	true
59	InceptionV4/InceptionV4/Mixed_5c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	52.00	20.00	32.00	10644816	0.00	1882805.33	60.70	5.65	532.24	true
60	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	107.33	29.00	78.33	61420096	99989.33	412928.00	8.59	119.75	2117.93	false
61	InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	106.00	29.00	77.00	61420096	98304.00	314037.33	8.59	148.95	2117.93	false
62	InceptionV4/InceptionV4/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	115.33	41.00	74.33	92130144	148309.33	517930.67	8.31	138.28	2247.08	false
63	InceptionV4/InceptionV4/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	115.33	41.00	74.33	92130144	151808.00	524640.00	8.31	136.20	2247.08	false
64	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.00	3.00	22.00	78400	256.00	45002.67	44.40	1.73	26.13	true
65	InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.67	3.00	16.67	78400	256.00	123701.33	44.10	0.63	26.13	true
66	InceptionV4/InceptionV4/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	117600	384.00	228352.00	53.60	0.51	29.40	true
67	InceptionV4/InceptionV4/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	117600	384.00	30293.33	53.60	3.83	39.20	true
68	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	0.00	43.80	0.00	0.00	true
69	InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.67	3.00	16.67	0	0.00	512.00	43.60	0.00	0.00	true
70	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	113.33	27.33	86.00	100349952	221440.00	526101.33	16.90	134.24	3671.38	false
71	InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	112.33	27.00	85.33	100349952	221184.00	467541.33	16.53	145.70	3716.66	false
72	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	24.67	3.67	21.00	117600	384.00	597.33	54.60	119.84	32.07	false
73	InceptionV4/InceptionV4/Mixed_5c/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	19.33	3.00	16.33	117600	384.00	298.67	53.90	172.27	39.20	false
74	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu	Relu	18.33	3.00	15.33	0	0.00	554.67	59.90	0.00	0.00	true
75	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	119.00	35.00	84.00	149557248	331776.00	784714.67	16.56	133.95	4273.06	false
76	InceptionV4/InceptionV4/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	26.67	3.67	23.00	117600	384.00	256.00	54.60	183.75	32.07	false
77	InceptionV4/InceptionV4/Mixed_5c/concat	ConcatV2	66.67	0.00	66.67	0	0.00	0.00	0.00	0.00	NaN	true
78	InceptionV4/InceptionV4/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu	Relu	22.67	4.00	18.67	0	0.00	526656.00	64.80	0.00	0.00	true
79	InceptionV4/InceptionV4/Mixed_5d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	51.33	20.00	31.33	10427196	256.00	1881365.33	61.10	5.54	521.36	true
80	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	107.67	29.00	78.67	61420096	98560.00	413642.67	8.56	119.91	2117.93	false
81	InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	105.00	29.00	76.00	61420096	98304.00	304490.67	8.59	152.48	2117.93	false
82	InceptionV4/InceptionV4/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	116.00	41.00	75.00	92130144	147456.00	502944.00	8.29	141.65	2247.08	false
83	InceptionV4/InceptionV4/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	118.33	41.00	77.33	92130144	292522.67	533610.67	8.30	111.52	2247.08	false
84	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.33	4.00	21.33	78400	27349.33	56053.33	44.50	0.94	19.60	true
85	InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.33	4.00	15.33	78400	12586.67	104736.00	44.10	0.67	19.60	true
86	InceptionV4/InceptionV4/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.00	4.00	15.00	117600	384.00	264672.00	53.90	0.44	29.40	true
87	InceptionV4/InceptionV4/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.33	3.00	16.33	117600	384.00	18261.33	53.80	6.31	39.20	true
88	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0a_1x1/Relu	Relu	19.33	3.00	16.33	0	0.00	0.00	43.90	0.00	0.00	true
89	InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0a_1x1/Relu	Relu	17.00	3.00	14.00	0	0.00	554.67	43.70	0.00	0.00	true
90	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	117.00	27.33	89.67	100349952	221440.00	1004405.33	16.52	81.86	3671.38	false
91	InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	111.00	27.00	84.00	100349952	222208.00	446325.33	16.54	150.10	3716.66	false
92	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	25.33	3.33	22.00	117600	384.00	0.00	54.60	306.25	35.28	false
93	InceptionV4/InceptionV4/Mixed_5d/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	19.33	3.00	16.33	117600	384.00	128.00	53.80	229.69	39.20	false
94	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0b_3x3/Relu	Relu	18.00	3.00	15.00	0	0.00	0.00	59.70	0.00	0.00	true
95	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	118.67	35.00	83.67	149557248	331776.00	794389.33	16.45	132.80	4273.06	false
96	InceptionV4/InceptionV4/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	24.00	3.67	20.33	117600	384.00	384.00	54.60	153.12	32.07	false
97	InceptionV4/InceptionV4/Mixed_5d/concat	ConcatV2	67.67	0.00	67.67	0	0.00	0.00	0.00	0.00	NaN	true
98	InceptionV4/InceptionV4/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu	Relu	21.33	4.00	17.33	0	0.00	321536.00	64.90	0.00	0.00	true
99	InceptionV4/InceptionV4/Mixed_5e/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	50.00	20.00	30.00	10465086	256.00	1651978.67	61.30	6.33	523.25	true
100	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	108.00	29.00	79.00	61420096	98560.00	413461.33	8.60	119.96	2117.93	false
101	InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	107.00	29.00	78.00	61420096	98816.00	290709.33	8.60	157.68	2117.93	false
102	InceptionV4/InceptionV4/Mixed_5e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	117.67	41.00	76.67	92130144	147456.00	522816.00	8.40	137.45	2247.08	false
103	InceptionV4/InceptionV4/Mixed_5e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	115.00	41.00	74.00	92130144	193749.33	556874.67	8.31	122.74	2247.08	false
104	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	28.00	4.00	24.00	78400	10154.67	9514.67	45.00	3.99	19.60	true
105	InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.00	3.00	17.00	78400	512.00	175360.00	44.10	0.45	26.13	true
106	InceptionV4/InceptionV4/Mixed_5e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.00	4.00	15.00	117600	384.00	272170.67	53.50	0.43	29.40	true
107	InceptionV4/InceptionV4/Mixed_5e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	117600	384.00	48170.67	53.70	2.42	39.20	true
108	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.67	3.00	15.67	0	85.33	341.33	43.90	0.00	0.00	true
109	InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.00	3.00	16.00	0	0.00	0.00	43.70	0.00	0.00	true
110	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	113.00	27.00	86.00	100349952	221440.00	573781.33	16.54	126.19	3716.66	false
111	InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	115.00	27.00	88.00	100349952	221184.00	452288.00	16.59	149.00	3716.66	false
112	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	24.33	3.00	21.33	117600	384.00	1920.00	54.60	51.04	39.20	false
113	InceptionV4/InceptionV4/Mixed_5e/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	117600	384.00	1920.00	53.70	51.04	39.20	false
114	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0b_3x3/Relu	Relu	18.67	3.00	15.67	0	0.00	42.67	59.80	0.00	0.00	true
115	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	118.33	35.00	83.33	149557248	331840.00	713024.00	16.39	143.14	4273.06	false
116	InceptionV4/InceptionV4/Mixed_5e/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	24.00	4.00	20.00	117600	384.00	1333.33	54.60	68.48	29.40	false
117	InceptionV4/InceptionV4/Mixed_5e/concat	ConcatV2	66.33	0.00	66.33	0	0.00	0.00	0.00	0.00	NaN	true
118	InceptionV4/InceptionV4/Mixed_5e/Branch_0/Conv2d_0a_1x1/Relu	Relu	22.33	4.00	18.33	0	0.00	408437.33	65.00	0.00	0.00	true
119	InceptionV4/InceptionV4/Mixed_6a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	36.67	6.00	30.67	110976	1792.00	444224.00	43.20	0.25	18.50	true
120	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	123.67	44.00	79.67	184260288	295168.00	1103904.00	11.16	131.70	4187.73	false
121	InceptionV4/InceptionV4/Mixed_6a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	386.67	309.00	77.67	849457536	11231573.33	7529664.00	9.15	45.28	2749.05	false
122	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.00	5.00	22.00	235200	941888.00	176042.67	57.30	0.21	47.04	true
123	InceptionV4/InceptionV4/Mixed_6a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	21.67	4.00	17.67	110976	1728.00	2261.33	53.70	27.82	27.74	true
124	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.67	3.00	15.67	0	0.00	256.00	65.20	0.00	0.00	true
125	InceptionV4/InceptionV4/Mixed_6a/Branch_0/Conv2d_1a_3x3/Relu	Relu	19.00	3.00	16.00	0	0.00	85.33	57.50	0.00	0.00	true
126	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	245.33	170.00	75.33	966406112	1573781.33	1597301.33	12.09	304.76	5684.74	false
127	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	24.00	4.00	20.00	274400	896.00	57834.67	54.70	4.67	68.60	true
128	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_0b_3x3/Relu	Relu	20.00	3.00	17.00	0	0.00	1002.67	62.90	0.00	0.00	true
129	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	199.00	124.67	74.33	330375424	2064426.67	1434709.33	8.11	94.42	2650.06	false
130	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	24.33	3.00	21.33	73984	1024.00	24810.67	44.30	2.86	24.66	true
131	InceptionV4/InceptionV4/Mixed_6a/Branch_1/Conv2d_1a_3x3/Relu	Relu	19.33	3.00	16.33	0	0.00	853.33	43.80	0.00	0.00	true
132	InceptionV4/InceptionV4/Mixed_6a/concat	ConcatV2	54.00	0.00	54.00	0	0.00	0.00	0.00	0.00	NaN	true
133	InceptionV4/InceptionV4/Mixed_6b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	46.33	14.00	32.33	7044412	256.00	985013.33	53.30	7.15	503.17	true
134	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	143.33	66.00	77.33	125884608	786432.00	919882.67	8.01	73.78	1907.34	false
135	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	141.33	66.00	75.33	125884608	786432.00	258197.33	8.09	120.51	1907.34	false
136	InceptionV4/InceptionV4/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	174.33	98.33	76.00	251769216	1574784.00	1727616.00	9.56	76.24	2560.37	false
137	InceptionV4/InceptionV4/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	157.33	82.00	75.33	83923072	1529557.33	537194.67	6.01	40.61	1023.45	false
138	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	55488	36224.00	16245.33	45.40	1.06	13.87	true
139	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	55488	119680.00	80213.33	44.60	0.28	13.87	true
140	InceptionV4/InceptionV4/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	110976	1536.00	252320.00	51.80	0.44	27.74	true
141	InceptionV4/InceptionV4/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	18.33	3.00	15.33	36992	512.00	41898.67	43.50	0.87	12.33	true
142	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.67	3.00	17.67	0	0.00	63445.33	43.90	0.00	0.00	true
143	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0a_1x1/Relu	Relu	17.67	3.00	14.67	0	0.00	128.00	43.70	0.00	0.00	true
144	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	212.33	88.67	123.67	260306304	1489888.00	6214421.33	12.71	33.79	2935.77	false
145	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	203.67	89.67	114.00	303497024	3522048.00	8381984.00	12.84	25.50	3384.71	true
146	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	55488	226282.67	38154.67	46.70	0.21	13.87	true
147	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	64736	1216.00	1066.67	45.30	28.36	16.18	false
148	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0b_7x1/Relu	Relu	18.33	3.00	15.33	0	1024.00	54741.33	44.00	0.00	0.00	true
149	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0b_1x7/Relu	Relu	17.33	3.00	14.33	0	0.00	640.00	43.80	0.00	0.00	true
150	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	190.33	80.00	110.33	303497024	2997568.00	8355456.00	14.02	26.73	3793.71	true
151	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	208.67	98.00	110.67	403832192	8895232.00	11574677.33	15.92	19.73	4120.74	true
152	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	64736	260160.00	22741.33	46.10	0.23	16.18	true
153	InceptionV4/InceptionV4/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	73984	1344.00	298.67	44.90	45.04	18.50	false
154	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0c_1x7/Relu	Relu	19.00	3.00	16.00	0	768.00	170.67	44.00	0.00	0.00	true
155	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	193.33	83.33	110.00	353522624	6754133.33	9451253.33	15.23	21.82	4242.29	true
156	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	64736	1216.00	384.00	45.70	40.46	16.18	false
157	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0d_7x1/Relu	Relu	18.33	3.00	15.33	0	437.33	256.00	44.90	0.00	0.00	true
158	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	181.33	100.33	81.00	256975104	1616234.67	970656.00	8.10	99.34	2561.22	false
159	InceptionV4/InceptionV4/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	24.00	3.33	20.67	73984	1280.00	15957.33	44.40	4.29	22.20	true
160	InceptionV4/InceptionV4/Mixed_6b/concat	ConcatV2	66.00	0.00	66.00	0	0.00	0.00	0.00	0.00	NaN	true
161	InceptionV4/InceptionV4/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu	Relu	21.67	3.00	18.67	0	256.00	41824.00	61.50	0.00	0.00	true
162	InceptionV4/InceptionV4/Mixed_6c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	46.67	15.00	31.67	5985412	7488.00	752693.33	52.70	7.87	399.03	true
163	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	147.33	66.00	81.33	125884608	786688.00	993610.67	8.06	70.71	1907.34	false
164	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	140.67	66.00	74.67	125884608	786944.00	222762.67	8.02	124.67	1907.34	false
165	InceptionV4/InceptionV4/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	174.00	98.33	75.67	251769216	1575402.67	1551968.00	9.80	80.51	2560.37	false
166	InceptionV4/InceptionV4/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	152.33	80.33	72.00	83923072	1309056.00	521706.67	6.10	45.84	1044.69	false
167	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	55488	222976.00	6186.67	46.10	0.24	13.87	true
168	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	55488	207872.00	44053.33	44.80	0.22	13.87	true
169	InceptionV4/InceptionV4/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	110976	1536.00	345152.00	51.90	0.32	27.74	true
170	InceptionV4/InceptionV4/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	18.33	3.00	15.33	36992	512.00	18666.67	43.50	1.93	12.33	true
171	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0a_1x1/Relu	Relu	19.00	3.00	16.00	0	0.00	43477.33	43.90	0.00	0.00	true
172	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.00	3.00	15.00	0	0.00	896.00	43.70	0.00	0.00	true
173	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	184.33	72.00	112.33	260306304	1268906.67	7195200.00	13.38	30.75	3615.37	false
174	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	195.33	84.67	110.67	303497024	3656000.00	8566826.67	13.56	24.83	3584.60	true
175	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	55488	223296.00	16960.00	45.80	0.23	13.87	true
176	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	64736	1216.00	71146.67	45.30	0.89	16.18	true
177	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0b_7x1/Relu	Relu	20.33	3.00	17.33	0	768.00	597.33	43.90	0.00	0.00	true
178	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0b_1x7/Relu	Relu	17.67	3.00	14.67	0	0.00	1365.33	43.80	0.00	0.00	true
179	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	193.00	80.33	112.67	303497024	3192981.33	8287072.00	14.00	26.44	3777.99	true
180	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	205.67	97.00	108.67	403832192	9031296.00	11275669.33	15.97	19.89	4163.22	true
181	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	26.67	4.00	22.67	64736	260160.00	36181.33	45.90	0.22	16.18	true
182	InceptionV4/InceptionV4/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	73984	1344.00	512.00	44.90	39.86	18.50	false
183	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0c_1x7/Relu	Relu	18.33	3.00	15.33	0	768.00	768.00	44.00	0.00	0.00	true
184	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	198.00	83.67	114.33	353522624	6780117.33	9474858.67	15.17	21.75	4225.35	true
185	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	25.00	4.00	21.00	64736	1216.00	554.67	45.70	36.56	16.18	false
186	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0d_7x1/Relu	Relu	19.33	3.00	16.33	0	181.33	469.33	44.90	0.00	0.00	true
187	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	181.00	99.00	82.00	256975104	1610773.33	873216.00	8.13	103.45	2595.71	false
188	InceptionV4/InceptionV4/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	25.00	3.33	21.67	73984	1280.00	40053.33	44.50	1.79	22.20	true
189	InceptionV4/InceptionV4/Mixed_6c/concat	ConcatV2	73.33	0.00	73.33	0	0.00	0.00	0.00	0.00	NaN	true
190	InceptionV4/InceptionV4/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu	Relu	22.33	3.00	19.33	0	256.00	255370.67	61.60	0.00	0.00	true
191	InceptionV4/InceptionV4/Mixed_6d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	47.33	15.33	32.00	5981137	3840.00	887904.00	52.60	6.71	390.08	true
192	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	146.67	66.00	80.67	125884608	786666.67	983328.00	8.03	71.12	1907.34	false
193	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	141.00	66.00	75.00	125884608	786432.00	220629.33	8.02	125.00	1907.34	false
194	InceptionV4/InceptionV4/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	178.33	98.00	80.33	251769216	1572864.00	1570101.33	9.71	80.11	2569.07	false
195	InceptionV4/InceptionV4/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	152.67	79.33	73.33	83923072	1309866.67	468032.00	6.12	47.20	1057.86	false
196	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	55488	223530.67	14517.33	45.70	0.23	13.87	true
197	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	55488	180693.33	40277.33	44.50	0.25	13.87	true
198	InceptionV4/InceptionV4/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.33	4.00	15.33	110976	1536.00	349706.67	51.80	0.32	27.74	true
199	InceptionV4/InceptionV4/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.33	3.00	16.33	36992	512.00	11648.00	43.50	3.04	12.33	true
200	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.67	3.00	15.67	0	0.00	40234.67	43.90	0.00	0.00	true
201	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0a_1x1/Relu	Relu	21.33	3.00	18.33	0	0.00	1493.33	43.70	0.00	0.00	true
202	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	185.33	71.67	113.67	260306304	1272490.67	6391765.33	13.33	33.96	3632.16	false
203	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	200.33	84.67	115.67	303497024	3654954.67	8484629.33	13.53	25.00	3584.60	true
204	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	26.67	4.00	22.67	55488	223296.00	44554.67	45.90	0.21	13.87	true
205	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	64736	1216.00	554.67	45.30	36.56	16.18	false
206	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0b_7x1/Relu	Relu	19.33	3.00	16.33	0	1024.00	34410.67	44.00	0.00	0.00	true
207	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0b_1x7/Relu	Relu	18.67	3.00	15.67	0	0.00	597.33	43.80	0.00	0.00	true
208	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	189.00	81.00	108.00	303497024	3260074.67	8402869.33	13.86	26.02	3746.88	true
209	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	205.67	98.00	107.67	403832192	9024512.00	11542325.33	15.94	19.64	4120.74	true
210	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	64736	260160.00	20053.33	45.90	0.23	16.18	true
211	InceptionV4/InceptionV4/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	73984	1344.00	522.67	44.90	39.63	18.50	false
212	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0c_1x7/Relu	Relu	18.33	3.00	15.33	0	768.00	85.33	44.00	0.00	0.00	true
213	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	191.33	83.00	108.33	353522624	6856064.00	9427306.67	15.30	21.71	4259.31	true
214	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	64736	1216.00	181.33	45.60	46.33	16.18	false
215	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0d_7x1/Relu	Relu	21.67	3.00	18.67	0	949.33	512.00	44.90	0.00	0.00	true
216	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	177.00	99.00	78.00	256975104	1611029.33	1045664.00	8.17	96.73	2595.71	false
217	InceptionV4/InceptionV4/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	24.67	3.33	21.33	73984	1280.00	12853.33	44.40	5.23	22.20	true
218	InceptionV4/InceptionV4/Mixed_6d/concat	ConcatV2	67.33	0.00	67.33	0	0.00	0.00	0.00	0.00	NaN	true
219	InceptionV4/InceptionV4/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu	Relu	21.67	3.00	18.67	0	256.00	41344.00	61.60	0.00	0.00	true
220	InceptionV4/InceptionV4/Mixed_6e/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	49.00	15.00	34.00	6232897	3861.33	680608.00	52.90	9.11	415.53	true
221	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	144.00	66.00	78.00	125884608	786645.33	1009973.33	8.07	70.07	1907.34	false
222	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	144.00	66.00	78.00	125884608	786432.00	221024.00	8.05	124.95	1907.34	false
223	InceptionV4/InceptionV4/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	173.33	98.33	75.00	251769216	1588117.33	1691690.67	9.73	76.76	2560.37	false
224	InceptionV4/InceptionV4/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	159.33	79.67	79.67	83923072	1301568.00	407210.67	6.11	49.11	1053.42	false
225	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	55488	222336.00	682.67	45.70	0.25	13.87	true
226	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.33	4.00	15.33	55488	222720.00	95573.33	44.70	0.17	13.87	true
227	InceptionV4/InceptionV4/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	22.00	4.00	18.00	110976	1536.00	255562.67	51.90	0.43	27.74	true
228	InceptionV4/InceptionV4/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	18.00	3.00	15.00	36992	512.00	7381.33	43.60	4.69	12.33	true
229	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	94336.00	44.00	0.00	0.00	true
230	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	256.00	43.70	0.00	0.00	true
231	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	187.67	72.00	115.67	260306304	1271082.67	6321461.33	13.28	34.28	3615.37	false
232	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	194.67	84.33	110.33	303497024	3427445.33	8533738.67	13.58	25.37	3598.79	true
233	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	55488	223296.00	17568.00	45.80	0.23	13.87	true
234	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	22.67	4.00	18.67	64736	1216.00	23690.67	45.40	2.60	16.18	true
235	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0b_7x1/Relu	Relu	18.00	3.00	15.00	0	1024.00	3178.67	44.00	0.00	0.00	true
236	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0b_1x7/Relu	Relu	21.67	3.00	18.67	0	0.00	725.33	43.70	0.00	0.00	true
237	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	190.33	81.00	109.33	303497024	2989557.33	8387690.67	13.89	26.68	3746.88	true
238	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	210.00	97.67	112.33	403832192	8911146.67	11341728.00	15.97	19.94	4134.79	true
239	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	64736	260160.00	32042.67	45.90	0.22	16.18	true
240	InceptionV4/InceptionV4/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	73984	1344.00	2133.33	45.00	21.28	18.50	true
241	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0c_1x7/Relu	Relu	18.67	3.00	15.67	0	768.00	469.33	44.00	0.00	0.00	true
242	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	192.33	83.00	109.33	353522624	6830677.33	9391722.67	15.23	21.79	4259.31	true
243	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	64736	1301.33	0.00	45.70	49.75	16.18	false
244	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0d_7x1/Relu	Relu	19.67	3.00	16.67	0	96.00	0.00	44.90	0.00	0.00	true
245	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	180.67	99.00	81.67	256975104	1610773.33	852170.67	8.18	104.34	2595.71	false
246	InceptionV4/InceptionV4/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	25.00	3.33	21.67	73984	1280.00	34058.67	44.40	2.09	22.20	true
247	InceptionV4/InceptionV4/Mixed_6e/concat	ConcatV2	67.67	0.00	67.67	0	0.00	0.00	0.00	0.00	NaN	true
248	InceptionV4/InceptionV4/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu	Relu	22.33	3.00	19.33	0	256.00	132512.00	61.60	0.00	0.00	true
249	InceptionV4/InceptionV4/Mixed_6f/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	46.00	15.00	31.00	5969482	3840.00	1050784.00	52.50	5.66	397.97	true
250	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	148.00	66.00	82.00	125884608	786666.67	903925.33	7.98	74.46	1907.34	false
251	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	139.67	66.00	73.67	125884608	786432.00	222485.33	8.05	124.77	1907.34	false
252	InceptionV4/InceptionV4/Mixed_6f/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	175.00	98.33	76.67	251769216	1572864.00	1589600.00	9.58	79.61	2560.37	false
253	InceptionV4/InceptionV4/Mixed_6f/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	156.00	79.00	77.00	83923072	1290240.00	468149.33	6.11	47.73	1062.32	false
254	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	55488	222976.00	15146.67	45.70	0.23	13.87	true
255	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	23.67	4.00	19.67	55488	207872.00	34997.33	44.70	0.23	13.87	true
256	InceptionV4/InceptionV4/Mixed_6f/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	110976	1536.00	355434.67	51.90	0.31	27.74	true
257	InceptionV4/InceptionV4/Mixed_6f/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.67	3.00	16.67	36992	512.00	12074.67	43.50	2.94	12.33	true
258	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	41642.67	44.00	0.00	0.00	true
259	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.00	3.00	15.00	0	0.00	1664.00	43.70	0.00	0.00	true
260	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	187.00	72.00	115.00	260306304	1274624.00	6349365.33	13.24	34.14	3615.37	false
261	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	193.00	85.00	108.00	303497024	3628117.33	8480554.67	13.49	25.06	3570.55	true
262	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	29.33	4.00	25.33	55488	223978.67	41578.67	46.00	0.21	13.87	true
263	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	64736	1216.00	896.00	45.40	30.65	16.18	false
264	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0b_7x1/Relu	Relu	21.00	3.00	18.00	0	1024.00	31754.67	44.00	0.00	0.00	true
265	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0b_1x7/Relu	Relu	18.33	3.00	15.33	0	0.00	682.67	43.80	0.00	0.00	true
266	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	191.33	80.67	110.67	303497024	3206986.67	8391466.67	13.91	26.17	3762.34	true
267	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	205.67	98.00	107.67	403832192	9023957.33	11538090.67	15.96	19.64	4120.74	true
268	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	25.33	4.00	21.33	64736	260160.00	20224.00	46.10	0.23	16.18	true
269	InceptionV4/InceptionV4/Mixed_6f/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	73984	1344.00	512.00	44.80	39.86	18.50	false
270	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0c_1x7/Relu	Relu	18.33	3.00	15.33	0	768.00	42.67	44.00	0.00	0.00	true
271	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	195.33	83.00	112.33	353522624	6762240.00	9447733.33	15.27	21.81	4259.31	true
272	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	25.00	4.00	21.00	64736	1216.00	256.00	45.70	43.98	16.18	false
273	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0d_7x1/Relu	Relu	18.00	3.00	15.00	0	96.00	85.33	44.90	0.00	0.00	true
274	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	178.67	99.00	79.67	256975104	1611029.33	1071296.00	8.13	95.80	2595.71	false
275	InceptionV4/InceptionV4/Mixed_6f/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	24.67	4.00	20.67	73984	1280.00	12768.00	44.40	5.27	18.50	true
276	InceptionV4/InceptionV4/Mixed_6f/concat	ConcatV2	71.33	0.00	71.33	0	0.00	0.00	0.00	0.00	NaN	true
277	InceptionV4/InceptionV4/Mixed_6f/Branch_0/Conv2d_0a_1x1/Relu	Relu	21.67	3.00	18.67	0	256.00	34517.33	61.40	0.00	0.00	true
278	InceptionV4/InceptionV4/Mixed_6g/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	46.33	15.00	31.33	5965762	3925.33	672618.67	52.90	8.82	397.72	true
279	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	146.33	66.00	80.33	125884608	786602.67	1010474.67	8.02	70.05	1907.34	false
280	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	140.33	66.00	74.33	125884608	786432.00	222997.33	8.11	124.71	1907.34	false
281	InceptionV4/InceptionV4/Mixed_6g/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	178.67	98.67	80.00	251769216	1587989.33	1691008.00	9.71	76.78	2551.71	false
282	InceptionV4/InceptionV4/Mixed_6g/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	157.33	80.00	77.33	83923072	1335488.00	409248.00	6.11	48.10	1049.04	false
283	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	55488	222976.00	597.33	45.70	0.25	13.87	true
284	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	55488	194304.00	95125.33	44.60	0.19	13.87	true
285	InceptionV4/InceptionV4/Mixed_6g/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	110976	1536.00	253098.67	51.90	0.44	27.74	true
286	InceptionV4/InceptionV4/Mixed_6g/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	18.67	3.00	15.67	36992	512.00	9429.33	43.50	3.72	12.33	true
287	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	93781.33	43.90	0.00	0.00	true
288	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0a_1x1/Relu	Relu	21.67	3.00	18.67	0	0.00	256.00	43.70	0.00	0.00	true
289	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	184.33	72.00	112.33	260306304	1271936.00	6264768.00	13.25	34.54	3615.37	false
290	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	199.67	84.67	115.00	303497024	3378122.67	8520821.33	13.70	25.51	3584.64	true
291	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	55488	223296.00	18709.33	45.80	0.23	13.87	true
292	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	64736	1216.00	29664.00	45.40	2.10	16.18	true
293	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0b_7x1/Relu	Relu	20.00	3.00	17.00	0	1024.00	3253.33	43.90	0.00	0.00	true
294	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0b_1x7/Relu	Relu	17.67	3.00	14.67	0	0.00	640.00	43.80	0.00	0.00	true
295	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	190.67	81.33	109.33	303497024	3029269.33	8399936.00	13.79	26.55	3731.49	true
296	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	205.00	97.33	107.67	403832192	8894037.33	11348512.00	15.96	19.95	4148.93	true
297	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	27.67	4.00	23.67	64736	260160.00	28544.00	46.20	0.22	16.18	true
298	InceptionV4/InceptionV4/Mixed_6g/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	73984	1344.00	1322.67	44.90	27.74	18.50	true
299	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0c_1x7/Relu	Relu	18.67	3.00	15.67	0	768.00	85.33	43.90	0.00	0.00	true
300	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	195.33	84.00	111.33	353522624	6883306.67	9385824.00	15.16	21.73	4208.60	true
301	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	25.33	4.00	21.33	64736	1216.00	128.00	45.70	48.17	16.18	false
302	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0d_7x1/Relu	Relu	21.33	3.00	18.33	0	96.00	0.00	44.90	0.00	0.00	true
303	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	176.00	99.00	77.00	256975104	1610773.33	859530.67	8.17	104.03	2595.71	false
304	InceptionV4/InceptionV4/Mixed_6g/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	25.00	4.00	21.00	73984	1280.00	31872.00	44.40	2.23	18.50	true
305	InceptionV4/InceptionV4/Mixed_6g/concat	ConcatV2	68.67	0.00	68.67	0	0.00	0.00	0.00	0.00	NaN	true
306	InceptionV4/InceptionV4/Mixed_6g/Branch_0/Conv2d_0a_1x1/Relu	Relu	21.00	3.00	18.00	0	256.00	132597.33	61.60	0.00	0.00	true
307	InceptionV4/InceptionV4/Mixed_6h/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	52.00	15.67	36.33	5692057	3840.00	1047018.67	53.00	5.42	363.32	true
308	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	143.33	66.00	77.33	125884608	786602.67	905173.33	8.01	74.41	1907.34	false
309	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	146.00	66.00	80.00	125884608	786517.33	219712.00	8.01	125.11	1907.34	false
310	InceptionV4/InceptionV4/Mixed_6h/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	173.33	98.33	75.00	251769216	1573440.00	1577674.67	9.67	79.90	2560.37	false
311	InceptionV4/InceptionV4/Mixed_6h/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	158.00	79.33	78.67	83923072	1278549.33	467370.67	6.09	48.07	1057.86	false
312	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	55488	222976.00	15018.67	45.70	0.23	13.87	true
313	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.00	4.00	15.00	55488	207872.00	36746.67	44.70	0.23	13.87	true
314	InceptionV4/InceptionV4/Mixed_6h/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	22.00	4.00	18.00	110976	1536.00	351978.67	51.80	0.31	27.74	true
315	InceptionV4/InceptionV4/Mixed_6h/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	36992	512.00	13312.00	43.60	2.68	12.33	true
316	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	43690.67	43.90	0.00	0.00	true
317	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.00	3.00	15.00	0	85.33	1450.67	43.70	0.00	0.00	true
318	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	185.33	72.00	113.33	260306304	1272085.33	6359232.00	13.22	34.11	3615.37	false
319	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	196.33	84.67	111.67	303497024	3644544.00	8486464.00	13.71	25.02	3584.64	true
320	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	55488	223296.00	46837.33	45.80	0.21	13.87	true
321	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	22.33	4.00	18.33	64736	1216.00	640.00	45.40	34.88	16.18	false
322	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0b_7x1/Relu	Relu	19.33	3.00	16.33	0	1024.00	36437.33	44.00	0.00	0.00	true
323	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0b_1x7/Relu	Relu	20.67	3.00	17.67	0	0.00	853.33	43.80	0.00	0.00	true
324	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	190.67	80.33	110.33	303497024	3210570.67	8397930.67	13.96	26.14	3777.99	true
325	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	211.33	97.00	114.33	403832192	9043157.33	11541696.00	16.02	19.62	4163.22	true
326	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	25.33	4.00	21.33	64736	260160.00	19157.33	46.20	0.23	16.18	true
327	InceptionV4/InceptionV4/Mixed_6h/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	73984	1344.00	597.33	45.20	38.11	18.50	false
328	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0c_1x7/Relu	Relu	20.00	3.00	17.00	0	768.00	341.33	44.00	0.00	0.00	true
329	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	192.00	83.00	109.00	353522624	6853418.67	9431968.00	15.26	21.71	4259.31	true
330	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	64736	1216.00	394.67	45.60	40.19	16.18	false
331	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0d_7x1/Relu	Relu	19.67	3.00	16.67	0	181.33	42.67	44.90	0.00	0.00	true
332	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	177.00	99.00	78.00	256975104	1611029.33	1068074.67	8.15	95.92	2595.71	false
333	InceptionV4/InceptionV4/Mixed_6h/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	30.00	3.33	26.67	73984	1280.00	12298.67	44.40	5.45	22.20	true
334	InceptionV4/InceptionV4/Mixed_6h/concat	ConcatV2	67.00	0.00	67.00	0	0.00	0.00	0.00	0.00	NaN	true
335	InceptionV4/InceptionV4/Mixed_6h/Branch_0/Conv2d_0a_1x1/Relu	Relu	22.33	3.00	19.33	0	256.00	36181.33	61.50	0.00	0.00	true
336	InceptionV4/InceptionV4/Mixed_7a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	38.67	6.00	32.67	65536	6144.00	25898.67	28.40	2.05	10.92	true
337	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	149.67	68.00	81.67	167846144	1049002.67	1140640.00	9.13	76.65	2468.33	false
338	InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	141.33	66.00	75.33	125884608	786432.00	216938.67	8.08	125.46	1907.34	false
339	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.00	3.67	21.33	73984	1066.67	28629.33	44.60	2.49	20.18	true
340	InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.67	3.00	18.67	55488	768.00	24832.00	44.20	2.17	18.50	true
341	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.00	3.00	16.00	0	0.00	554.67	43.80	0.00	0.00	true
342	InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_0a_1x1/Relu	Relu	17.33	3.00	14.33	0	0.00	0.00	43.70	0.00	0.00	true
343	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	188.00	111.67	76.33	293675264	1835136.00	1118410.67	8.29	99.43	2629.92	false
344	InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	182.33	105.00	77.33	42479616	1327232.00	112362.67	7.38	29.51	404.57	false
345	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	25.33	3.67	21.67	73984	1024.00	384.00	44.40	52.55	20.18	false
346	InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	19.33	3.00	16.33	12288	768.00	0.00	45.40	16.00	4.10	true
347	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0b_1x7/Relu	Relu	22.00	3.00	19.00	0	0.00	554.67	43.80	0.00	0.00	true
348	InceptionV4/InceptionV4/Mixed_7a/Branch_0/Conv2d_1a_3x3/Relu	Relu	18.33	3.00	15.33	0	0.00	0.00	44.10	0.00	0.00	true
349	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	243.00	129.00	114.00	575833472	14625845.33	15030848.00	18.43	19.42	4463.83	true
350	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	25.33	4.00	21.33	92480	1600.00	85.33	49.30	54.87	23.12	false
351	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_0c_7x1/Relu	Relu	18.33	3.00	15.33	0	608.00	42.67	50.80	0.00	0.00	true
352	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	313.67	232.00	81.67	117985280	5274197.33	2838752.00	7.59	14.54	508.56	true
353	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	24.00	4.00	20.00	20480	1472.00	27178.67	46.40	0.71	5.12	true
354	InceptionV4/InceptionV4/Mixed_7a/Branch_1/Conv2d_1a_3x3/Relu	Relu	18.00	3.00	15.00	0	0.00	42.67	44.20	0.00	0.00	true
355	InceptionV4/InceptionV4/Mixed_7a/concat	ConcatV2	54.33	0.00	54.33	0	0.00	0.00	0.00	0.00	NaN	true
356	InceptionV4/InceptionV4/Mixed_7b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	40.33	8.00	32.33	1716066	6144.00	183541.33	40.30	9.05	214.51	true
357	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	181.00	100.33	80.67	75522048	2359829.33	2064608.00	10.12	17.07	752.71	true
358	InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	169.00	100.00	69.00	75522048	2359296.00	324309.33	9.68	28.14	755.22	true
359	InceptionV4/InceptionV4/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	172.67	96.00	76.67	50348032	1572864.00	121717.33	8.19	29.71	524.46	false
360	InceptionV4/InceptionV4/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	190.33	124.00	66.33	50348032	1966080.00	557621.33	7.07	19.95	406.03	true
361	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	24576	97877.33	75648.00	46.40	0.14	6.14	true
362	InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.67	3.33	17.33	24576	1834.67	0.00	45.40	13.40	7.37	true
363	InceptionV4/InceptionV4/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	16384	1024.00	1024.00	45.50	8.00	5.46	true
364	InceptionV4/InceptionV4/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	21.33	3.00	18.33	16384	1024.00	0.00	45.60	16.00	5.46	true
365	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.67	3.00	15.67	0	341.33	1066.67	44.10	0.00	0.00	true
366	InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	0.00	43.90	0.00	0.00	true
367	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/mul	Conv2D	155.67	79.00	76.67	66088960	2064448.00	240202.67	10.79	28.68	836.57	false
368	InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul	Conv2D	151.67	74.00	77.67	37765120	1179648.00	89802.67	8.57	29.75	510.34	false
369	InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul	Conv2D	148.67	74.00	74.67	37765120	1179648.00	188810.67	8.63	27.60	510.34	true
370	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1	Add	25.33	3.67	21.67	28672	1962.67	256.00	46.10	12.92	7.82	true
371	InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1	Add	20.33	3.00	17.33	16384	1024.00	0.00	45.50	16.00	5.46	true
372	InceptionV4/InceptionV4/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1	Add	18.33	3.00	15.33	16384	1024.00	0.00	45.50	16.00	5.46	true
373	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0b_3x1/Relu	Relu	18.33	3.00	15.33	0	0.00	768.00	44.20	0.00	0.00	true
374	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul	Conv2D	167.00	92.00	75.00	88113152	2752640.00	1198517.33	11.30	22.30	957.75	true
375	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1	Add	24.67	3.67	21.00	32768	2048.00	970.67	45.70	10.86	8.94	true
376	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0c_1x3/Relu	Relu	19.67	3.00	16.67	0	0.00	106.67	44.10	0.00	0.00	true
377	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/mul	Conv2D	169.67	96.00	73.67	50348032	1572864.00	244202.67	8.21	27.71	524.46	true
378	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/mul	Conv2D	168.00	96.00	72.00	50348032	1572864.00	183456.00	8.21	28.67	524.46	false
379	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/add_1	Add	24.67	3.67	21.00	16384	1024.00	1024.00	45.70	8.00	4.47	true
380	InceptionV4/InceptionV4/Mixed_7b/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	16384	1024.00	1365.33	45.50	6.86	5.46	true
381	InceptionV4/InceptionV4/Mixed_7b/concat	ConcatV2	88.33	0.00	88.33	0	0.00	0.00	0.00	0.00	NaN	true
382	InceptionV4/InceptionV4/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu	Relu	22.00	3.00	19.00	0	0.00	32170.67	52.50	0.00	0.00	true
383	InceptionV4/InceptionV4/Mixed_7c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	40.67	7.00	33.67	1645026	0.00	178144.00	36.20	9.23	235.00	true
384	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	177.00	100.00	77.00	75522048	2361237.33	1205941.33	9.79	21.17	755.22	true
385	InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	179.67	100.00	79.67	75522048	2359296.00	283221.33	9.83	28.58	755.22	false
386	InceptionV4/InceptionV4/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	168.33	96.00	72.33	50348032	1572864.00	54154.67	8.14	30.94	524.46	false
387	InceptionV4/InceptionV4/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	196.33	123.00	73.33	50348032	1966080.00	464384.00	7.10	20.72	409.33	true
388	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.33	4.00	21.33	24576	100096.00	78816.00	46.40	0.14	6.14	true
389	InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	24576	1536.00	0.00	45.30	16.00	8.19	true
390	InceptionV4/InceptionV4/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.00	3.00	18.00	16384	1024.00	256.00	45.50	12.80	5.46	true
391	InceptionV4/InceptionV4/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.67	3.00	16.67	16384	1024.00	3242.67	45.50	3.84	5.46	true
392	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	0.00	44.20	0.00	0.00	true
393	InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.67	3.00	15.67	0	0.00	0.00	44.00	0.00	0.00	true
394	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/mul	Conv2D	154.67	79.00	75.67	66088960	2064448.00	265941.33	10.85	28.36	836.57	false
395	InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul	Conv2D	151.67	78.00	73.67	37765120	1200042.67	121472.00	8.31	28.58	484.17	false
396	InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul	Conv2D	143.33	74.00	69.33	37765120	1179712.00	58890.67	8.57	30.49	510.34	false
397	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1	Add	25.67	4.00	21.67	28672	2048.00	128.00	46.20	13.18	7.17	true
398	InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	16384	1024.00	64.00	45.50	15.06	5.46	true
399	InceptionV4/InceptionV4/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1	Add	21.33	3.33	18.00	16384	1109.33	192.00	45.50	12.59	4.92	true
400	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0b_3x1/Relu	Relu	18.33	3.00	15.33	0	0.00	0.00	44.20	0.00	0.00	true
401	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul	Conv2D	167.00	93.00	74.00	88113152	2754197.33	1211968.00	11.29	22.22	947.45	true
402	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1	Add	27.33	4.00	23.33	32768	2368.00	68416.00	46.50	0.46	8.19	true
403	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0c_1x3/Relu	Relu	18.67	3.00	15.67	0	0.00	768.00	44.00	0.00	0.00	true
404	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/mul	Conv2D	173.33	96.00	77.33	50348032	1572864.00	347434.67	8.26	26.22	524.46	true
405	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/mul	Conv2D	164.33	96.00	68.33	50348032	1572864.00	145493.33	8.21	29.30	524.46	false
406	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/add_1	Add	24.67	3.33	21.33	16384	1024.00	1109.33	45.80	7.68	4.92	true
407	InceptionV4/InceptionV4/Mixed_7c/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/add_1	Add	19.67	3.33	16.33	16384	1024.00	42.67	45.30	15.36	4.92	true
408	InceptionV4/InceptionV4/Mixed_7c/concat	ConcatV2	87.67	0.00	87.67	0	0.00	0.00	0.00	0.00	NaN	true
409	InceptionV4/InceptionV4/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu	Relu	22.67	3.00	19.67	0	0.00	152853.33	52.40	0.00	0.00	true
410	InceptionV4/InceptionV4/Mixed_7d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	39.00	7.00	32.00	1466766	0.00	196224.00	36.10	7.47	209.54	true
411	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	181.00	100.33	80.67	75522048	2359445.33	896330.67	9.79	23.20	752.71	true
412	InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	173.33	100.00	73.33	75522048	2360320.00	525984.00	9.68	26.17	755.22	true
413	InceptionV4/InceptionV4/Mixed_7d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	174.33	95.67	78.67	50348032	1572864.00	49664.00	8.18	31.03	526.28	false
414	InceptionV4/InceptionV4/Mixed_7d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	191.33	123.00	68.33	50348032	1966080.00	475893.33	7.10	20.62	409.33	true
415	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	25.33	4.00	21.33	24576	100096.00	95114.67	46.50	0.13	6.14	true
416	InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	22.00	3.00	19.00	24576	1536.00	0.00	45.40	16.00	8.19	true
417	InceptionV4/InceptionV4/Mixed_7d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	16384	1024.00	1280.00	45.50	7.11	5.46	true
418	InceptionV4/InceptionV4/Mixed_7d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.00	3.00	16.00	16384	1024.00	42.67	45.50	15.36	5.46	true
419	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0a_1x1/Relu	Relu	18.67	3.00	15.67	0	0.00	0.00	44.20	0.00	0.00	true
420	InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0a_1x1/Relu	Relu	17.33	3.00	14.33	0	0.00	0.00	44.00	0.00	0.00	true
421	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/mul	Conv2D	156.00	79.00	77.00	66088960	2064448.00	168416.00	10.79	29.60	836.57	false
422	InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul	Conv2D	148.67	74.00	74.67	37765120	1179776.00	92128.00	8.56	29.69	510.34	false
423	InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul	Conv2D	147.33	74.00	73.33	37765120	1179648.00	73728.00	8.63	30.13	510.34	false
424	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1	Add	25.67	3.67	22.00	28672	1962.67	256.00	46.10	12.92	7.82	true
425	InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1	Add	22.00	3.00	19.00	16384	1024.00	0.00	45.50	16.00	5.46	true
426	InceptionV4/InceptionV4/Mixed_7d/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1	Add	18.67	3.00	15.67	16384	1024.00	0.00	45.50	16.00	5.46	true
427	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0b_3x1/Relu	Relu	19.00	3.00	16.00	0	0.00	768.00	44.10	0.00	0.00	true
428	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul	Conv2D	169.67	92.00	77.67	88113152	2752512.00	1123754.67	11.38	22.73	957.75	true
429	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1	Add	24.67	3.00	21.67	32768	2048.00	116480.00	45.70	0.28	10.92	true
430	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0c_1x3/Relu	Relu	19.00	3.00	16.00	0	0.00	298.67	44.10	0.00	0.00	true
431	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/mul	Conv2D	170.33	96.00	74.33	50348032	1574485.33	299658.67	8.28	26.86	524.46	true
432	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/mul	Conv2D	168.67	96.00	72.67	50348032	1572864.00	213504.00	8.22	28.18	524.46	true
433	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0e_3x1/BatchNorm/batchnorm/add_1	Add	24.00	3.00	21.00	16384	1024.00	1237.33	45.80	7.25	5.46	true
434	InceptionV4/InceptionV4/Mixed_7d/Branch_2/Conv2d_0d_1x3/BatchNorm/batchnorm/add_1	Add	19.00	3.33	15.67	16384	1024.00	1109.33	45.60	7.68	4.92	true
435	InceptionV4/InceptionV4/Mixed_7d/concat	ConcatV2	89.33	0.00	89.33	0	0.00	0.00	0.00	0.00	NaN	true
436	InceptionV4/InceptionV4/Mixed_7d/Branch_0/Conv2d_0a_1x1/Relu	Relu	21.67	3.00	18.67	0	0.00	89920.00	52.50	0.00	0.00	true
437	InceptionV4/Logits/AvgPool_1a/AvgPool	AvgPool	41.00	8.00	33.00	131847	2816.00	9173.33	11.80	11.00	16.48	true
438	InceptionV4/Logits/PreLogitsFlatten/Shape	Shape	10.00	0.00	10.00	0	0.00	0.00	0.00	0.00	NaN	true
440	InceptionV4/Logits/PreLogitsFlatten/Shape-0-0-VecPermuteNCHWToNHWC-LayoutOptimizer	DataFormatVecPermute	11.67	0.00	11.67	0	0.00	0.00	0.00	0.00	NaN	true
441	InceptionV4/Logits/PreLogitsFlatten/Slice_1	Slice	9.67	0.00	9.67	0	0.00	0.00	0.00	0.00	NaN	true
442	InceptionV4/Logits/PreLogitsFlatten/Slice	Slice	8.00	0.00	8.00	0	0.00	0.00	0.00	0.00	NaN	true
443	InceptionV4/Logits/PreLogitsFlatten/Prod	Prod	40.00	3.00	37.00	0	3072.00	128.00	12.10	0.00	0.00	true
444	InceptionV4/Logits/PreLogitsFlatten/ExpandDims	ExpandDims	10.00	0.00	10.00	0	0.00	0.00	0.00	0.00	NaN	true
445	InceptionV4/Logits/PreLogitsFlatten/concat	ConcatV2	11.67	0.00	11.67	0	0.00	0.00	0.00	0.00	NaN	true
446	InceptionV4/Logits/PreLogitsFlatten/Reshape	Reshape	8.00	0.00	8.00	0	0.00	0.00	0.00	0.00	NaN	true
447	InceptionV4/Logits/Logits/MatMul	MatMul	77.00	21.67	55.33	3202871	6157376.00	2087797.33	6.20	0.39	147.82	true
448	InceptionV4/Logits/Logits/BiasAdd	BiasAdd	25.33	3.00	22.33	1001	5600.00	85.33	46.80	0.18	0.33	true
449	InceptionV4/Logits/Predictions	Softmax	61.33	15.00	46.33	34455	13120.00	1792.00	3.64	2.31	2.30	true

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