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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	InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/mul-0-TransposeNHWCToNCHW-LayoutOptimizer	Transpose	83.67	8.00	75.67	0	6741.33	125173.33	85.40	0.00	0.00	true
2	InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	193.00	22.00	171.00	46192416	157738.67	2719136.00	22.27	16.06	2099.66	true
3	InceptionV3/InceptionV3/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	40.00	6.33	33.67	710432	768.00	288160.00	79.10	2.46	112.18	true
4	InceptionV3/InceptionV3/Conv2d_1a_3x3/Relu	Relu	26.67	5.00	21.67	0	512.00	197557.33	69.00	0.00	0.00	true
5	InceptionV3/InceptionV3/Conv2d_2a_3x3/BatchNorm/batchnorm/mul	Conv2D	163.00	36.00	127.00	215242752	398848.00	3426720.00	22.33	56.26	5978.97	false
6	InceptionV3/InceptionV3/Conv2d_2a_3x3/BatchNorm/batchnorm/add_1	Add	31.00	6.33	24.67	691488	256.00	261578.67	78.00	2.64	109.19	true
7	InceptionV3/InceptionV3/Conv2d_2a_3x3/Relu	Relu	23.33	5.00	18.33	0	0.00	67061.33	67.30	0.00	0.00	true
8	InceptionV3/InceptionV3/Conv2d_2b_3x3/BatchNorm/batchnorm/mul	Conv2D	149.67	55.00	94.67	430485504	2205610.67	7743402.67	23.42	43.27	7827.15	false
9	InceptionV3/InceptionV3/Conv2d_2b_3x3/BatchNorm/batchnorm/add_1	Add	34.67	11.00	23.67	1382976	1611818.67	3239584.00	83.10	0.29	125.73	true
10	InceptionV3/InceptionV3/Conv2d_2b_3x3/Relu	Relu	26.00	8.00	18.00	0	138.67	4783968.00	74.40	0.00	0.00	true
11	InceptionV3/InceptionV3/MaxPool_3a_3x3/MaxPool	MaxPool	59.00	12.00	47.00	341056	307562.67	2056042.67	61.10	0.14	28.42	true
12	InceptionV3/InceptionV3/Conv2d_3b_1x1/BatchNorm/batchnorm/mul	Conv2D	117.33	22.00	95.33	66093392	223765.33	1806069.33	20.14	32.56	3004.25	false
13	InceptionV3/InceptionV3/Conv2d_3b_1x1/BatchNorm/batchnorm/add_1	Add	29.00	5.00	24.00	426320	576.00	94890.67	66.20	4.47	85.26	true
14	InceptionV3/InceptionV3/Conv2d_3b_1x1/Relu	Relu	22.00	4.00	18.00	0	0.00	1792.00	63.60	0.00	0.00	true
15	InceptionV3/InceptionV3/Conv2d_4a_3x3/BatchNorm/batchnorm/mul	Conv2D	182.00	83.33	98.67	747939840	2035360.00	7352682.67	23.70	79.67	8975.31	false
16	InceptionV3/InceptionV3/Conv2d_4a_3x3/BatchNorm/batchnorm/add_1	Add	30.67	7.00	23.67	967872	186464.00	1435690.67	81.40	0.60	138.27	true
17	InceptionV3/InceptionV3/Conv2d_4a_3x3/Relu	Relu	22.67	6.00	16.67	0	96.00	2250186.67	75.10	0.00	0.00	true
18	InceptionV3/InceptionV3/MaxPool_5a_3x3/MaxPool	MaxPool	42.00	8.00	34.00	235200	42.67	1263008.00	55.70	0.19	29.40	true
19	InceptionV3/InceptionV3/Mixed_5b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	42.67	10.00	32.67	6217863	1856.00	932960.00	56.20	6.65	621.79	true
20	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	100.33	18.00	82.33	30749248	51200.00	313898.67	11.57	84.22	1708.29	false
21	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	96.33	18.00	78.33	30729648	36928.00	238133.33	12.06	111.72	1707.20	false
22	InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	94.67	18.00	76.67	30749248	49152.00	302336.00	11.61	87.48	1708.29	false
23	InceptionV3/InceptionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	92.67	19.00	73.67	15374624	24576.00	56341.33	13.18	190.00	809.19	false
24	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	28.00	4.00	24.00	78400	512.00	0.00	45.30	153.12	19.60	false
25	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	58800	192.00	234.67	44.10	137.81	14.70	false
26	InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	78400	256.00	256.00	44.00	153.12	19.60	false
27	InceptionV3/InceptionV3/Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	39200	128.00	21.33	44.30	262.50	9.80	false
28	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.33	4.00	16.33	0	0.00	0.00	43.80	0.00	0.00	true
29	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.33	3.33	16.00	0	0.00	128.00	43.70	0.00	0.00	true
30	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	133.67	27.33	106.33	100349952	221269.33	17856.00	17.56	419.65	3671.25	false
31	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/mul	Conv2D	149.33	66.00	83.33	191771200	307200.00	2848.00	6.08	618.52	2905.62	false
32	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	27.00	4.00	23.00	117600	384.00	0.00	54.60	306.25	29.40	false
33	InceptionV3/InceptionV3/Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	78400	256.00	0.00	44.00	306.25	19.60	false
34	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0b_3x3/Relu	Relu	20.33	3.00	17.33	0	0.00	128.00	59.60	0.00	0.00	true
35	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	124.33	33.67	90.67	149557248	331776.00	738314.67	16.76	139.76	4442.38	false
36	InceptionV3/InceptionV3/Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	26.67	4.00	22.67	117600	384.00	128.00	54.60	229.69	29.40	false
37	InceptionV3/InceptionV3/Mixed_5b/concat	ConcatV2	81.67	0.00	81.67	0	0.00	0.00	0.00	0.00	NaN	true
38	InceptionV3/InceptionV3/Mixed_5b/Branch_0/Conv2d_0a_1x1/Relu	Relu	26.00	4.00	22.00	0	0.00	291360.00	60.80	0.00	0.00	true
39	InceptionV3/InceptionV3/Mixed_5c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	47.00	14.00	33.00	7352239	0.00	402816.00	57.50	18.25	525.16	false
40	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	102.67	21.33	81.33	40972864	65792.00	308490.67	10.88	109.47	1920.63	false
41	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	98.00	21.00	77.00	40953264	49152.00	162976.00	10.76	193.06	1950.16	false
42	InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	96.67	21.33	75.33	40972864	65536.00	329888.00	10.88	103.62	1920.63	false
43	InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	97.67	21.33	76.33	40972864	65536.00	313930.67	10.86	107.97	1920.63	false
44	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.67	4.00	23.67	78400	597.33	82944.00	44.50	0.94	19.60	true
45	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	22.00	4.00	18.00	58800	192.00	51285.33	44.10	1.14	14.70	true
46	InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.33	4.00	17.33	78400	256.00	44714.67	44.10	1.74	19.60	true
47	InceptionV3/InceptionV3/Mixed_5c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	78400	256.00	120704.00	44.10	0.65	19.60	true
48	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0a_1x1/Relu	Relu	21.33	4.00	17.33	0	0.00	0.00	43.80	0.00	0.00	true
49	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv2d_0b_1x1/Relu	Relu	19.00	3.67	15.33	0	0.00	640.00	43.60	0.00	0.00	true
50	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	120.67	28.00	92.67	100349952	221184.00	932405.33	17.33	86.99	3583.93	false
51	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/BatchNorm/batchnorm/mul	Conv2D	144.33	66.67	77.67	191771200	307200.00	94080.00	6.06	477.90	2876.55	false
52	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	27.00	4.00	23.00	117600	384.00	256.00	54.60	183.75	29.40	false
53	InceptionV3/InceptionV3/Mixed_5c/Branch_1/Conv_1_0c_5x5/BatchNorm/batchnorm/add_1	Add	21.67	4.00	17.67	78400	256.00	0.00	44.10	306.25	19.60	false
54	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0b_3x3/Relu	Relu	21.00	4.00	17.00	0	0.00	128.00	59.60	0.00	0.00	true
55	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	122.00	34.00	88.00	149557248	331776.00	358666.67	16.48	216.61	4398.74	false
56	InceptionV3/InceptionV3/Mixed_5c/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	117600	384.00	170.67	54.60	212.02	29.40	false
57	InceptionV3/InceptionV3/Mixed_5c/concat	ConcatV2	72.00	0.00	72.00	0	0.00	0.00	0.00	0.00	NaN	true
58	InceptionV3/InceptionV3/Mixed_5c/Branch_0/Conv2d_0a_1x1/Relu	Relu	25.67	4.00	21.67	0	0.00	261952.00	60.80	0.00	0.00	true
59	InceptionV3/InceptionV3/Mixed_5d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	47.00	15.00	32.00	8061987	0.00	534112.00	58.80	15.09	537.47	true
60	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	101.67	23.00	78.67	46084672	73728.00	370016.00	10.95	103.85	2003.68	false
61	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	98.00	22.67	75.33	46065072	55296.00	199434.67	11.36	180.84	2032.25	false
62	InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	98.67	23.67	75.00	46084672	73728.00	315296.00	11.30	118.46	1947.21	false
63	InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	98.00	23.00	75.00	46084672	73728.00	217013.33	11.60	158.51	2003.68	false
64	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	28.00	4.00	24.00	78400	256.00	128.00	44.50	204.17	19.60	false
65	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	58800	192.00	35882.67	44.10	1.63	14.70	true
66	InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	78400	256.00	138378.67	44.10	0.57	19.60	true
67	InceptionV3/InceptionV3/Mixed_5d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	78400	256.00	28032.00	44.10	2.77	19.60	true
68	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.00	3.33	16.67	0	0.00	0.00	43.80	0.00	0.00	true
69	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.67	3.67	16.00	0	0.00	128.00	43.50	0.00	0.00	true
70	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	116.33	26.33	90.00	100349952	221184.00	765738.67	17.37	101.68	3810.81	false
71	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/mul	Conv2D	144.67	66.00	78.67	191771200	307200.00	352682.67	6.11	290.61	2905.62	false
72	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	26.67	4.00	22.67	117600	384.00	42.67	54.70	275.62	29.40	false
73	InceptionV3/InceptionV3/Mixed_5d/Branch_1/Conv2d_0b_5x5/BatchNorm/batchnorm/add_1	Add	21.33	4.00	17.33	78400	256.00	0.00	44.10	306.25	19.60	false
74	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0b_3x3/Relu	Relu	20.33	3.67	16.67	0	0.00	128.00	59.70	0.00	0.00	true
75	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/mul	Conv2D	122.67	33.67	89.00	149557248	331776.00	596885.33	17.14	161.05	4442.25	false
76	InceptionV3/InceptionV3/Mixed_5d/Branch_2/Conv2d_0c_3x3/BatchNorm/batchnorm/add_1	Add	27.67	4.00	23.67	117600	384.00	768.00	54.60	102.08	29.40	false
77	InceptionV3/InceptionV3/Mixed_5d/concat	ConcatV2	73.00	0.00	73.00	0	0.00	0.00	0.00	0.00	NaN	true
78	InceptionV3/InceptionV3/Mixed_5d/Branch_0/Conv2d_0a_1x1/Relu	Relu	24.33	4.00	20.33	0	0.00	239744.00	60.70	0.00	0.00	true
79	InceptionV3/InceptionV3/Mixed_6a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	38.33	5.00	33.33	83232	0.00	228778.67	34.50	0.36	16.65	true
80	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	101.67	23.33	78.33	46084672	73728.00	261109.33	10.86	137.63	1975.00	false
81	InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/BatchNorm/batchnorm/mul	Conv2D	294.00	213.67	80.33	637120896	7386752.00	4693045.33	9.34	52.74	2981.85	false
82	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.33	4.67	22.67	78400	314176.00	97226.67	45.60	0.19	16.80	true
83	InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	110976	1536.00	38688.00	51.90	2.76	27.74	true
84	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.67	3.67	16.00	0	0.00	341.33	43.80	0.00	0.00	true
85	InceptionV3/InceptionV3/Mixed_6a/Branch_0/Conv2d_1a_1x1/Relu	Relu	19.00	4.00	15.00	0	0.00	1322.67	57.20	0.00	0.00	true
86	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	115.67	27.33	88.33	100349952	221184.00	656768.00	17.60	114.30	3671.25	false
87	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	27.00	4.00	23.00	117600	384.00	170.67	54.50	212.02	29.40	false
88	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_0b_3x3/Relu	Relu	22.00	3.67	18.33	0	0.00	0.00	59.60	0.00	0.00	true
89	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/BatchNorm/batchnorm/mul	Conv2D	131.33	51.67	79.67	53111904	331776.00	33610.67	7.87	145.36	1027.97	false
90	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	27744	384.00	128.00	44.80	54.19	6.94	false
91	InceptionV3/InceptionV3/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu	Relu	20.67	3.00	17.67	0	0.00	0.00	43.90	0.00	0.00	true
92	InceptionV3/InceptionV3/Mixed_6a/concat	ConcatV2	58.33	0.00	58.33	0	0.00	0.00	0.00	0.00	NaN	true
93	InceptionV3/InceptionV3/Mixed_6b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	47.00	11.00	36.00	5475924	0.00	557344.00	50.10	9.83	497.81	true
94	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	124.67	46.00	78.67	62951552	393216.00	488117.33	8.49	71.43	1368.51	false
95	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	125.00	45.67	79.33	62951552	393898.67	178186.67	7.95	110.04	1378.52	false
96	InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	123.00	46.33	76.67	94427328	589824.00	411530.67	8.54	94.30	2038.01	false
97	InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	122.67	46.33	76.33	94427328	589824.00	832.00	8.49	159.87	2038.01	false
98	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	28.00	4.00	24.00	36992	512.00	256.00	44.00	48.17	9.25	false
99	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	36992	512.00	0.00	43.40	72.25	9.25	false
100	InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	55488	768.00	213.33	44.20	56.54	13.87	false
101	InceptionV3/InceptionV3/Mixed_6b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	55488	768.00	0.00	44.20	72.25	13.87	false
102	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.33	3.33	17.00	0	0.00	128.00	43.80	0.00	0.00	true
103	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.00	3.33	15.67	0	0.00	0.00	43.20	0.00	0.00	true
104	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	188.33	54.00	134.33	116586752	502869.33	2418474.67	9.73	39.91	2159.01	false
105	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	165.33	53.33	112.00	116586752	489514.67	1509653.33	9.16	58.32	2186.02	false
106	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	26.67	4.00	22.67	36992	1536.00	981.33	44.20	14.69	9.25	true
107	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	21.67	4.00	17.67	36992	512.00	88490.67	43.30	0.42	9.25	true
108	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0b_7x1/Relu	Relu	20.00	3.33	16.67	0	1280.00	49898.67	45.60	0.00	0.00	true
109	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0b_1x7/Relu	Relu	19.33	3.67	15.67	0	0.00	85.33	43.40	0.00	0.00	true
110	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	152.33	44.00	108.33	116586752	459328.00	1576362.67	10.81	57.27	2649.70	false
111	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	164.00	53.33	110.67	174492800	699936.00	3525706.67	12.82	41.29	3271.70	false
112	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	27.67	4.67	23.00	36992	130176.00	4608.00	45.30	0.27	7.93	true
113	InceptionV3/InceptionV3/Mixed_6b/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	23.67	4.00	19.67	55488	1109.33	124586.67	44.30	0.44	13.87	true
114	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0c_1x7/Relu	Relu	19.67	3.67	16.00	0	1280.00	16906.67	44.80	0.00	0.00	true
115	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	149.67	42.67	107.00	116586752	460629.33	2659658.67	11.16	37.36	2732.48	false
116	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	27.00	4.00	23.00	36992	768.00	512.00	44.00	28.90	9.25	false
117	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0d_7x1/Relu	Relu	20.33	3.67	16.67	0	0.00	832.00	43.80	0.00	0.00	true
118	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	164.33	55.67	108.67	174492800	717994.67	3488288.00	12.01	41.48	3134.58	false
119	InceptionV3/InceptionV3/Mixed_6b/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	55488	768.00	512.00	44.80	43.35	13.87	false
120	InceptionV3/InceptionV3/Mixed_6b/concat	ConcatV2	71.33	0.00	71.33	0	0.00	0.00	0.00	0.00	NaN	true
121	InceptionV3/InceptionV3/Mixed_6b/Branch_0/Conv2d_0a_1x1/Relu	Relu	24.33	4.00	20.33	0	512.00	159360.00	65.30	0.00	0.00	true
122	InceptionV3/InceptionV3/Mixed_6c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	45.00	12.00	33.00	4592664	5376.00	666005.33	50.00	6.84	382.72	true
123	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	131.00	50.00	81.00	78689440	503893.33	554752.00	8.19	74.33	1573.79	false
124	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	122.67	46.33	76.33	78689440	491776.00	189152.00	8.60	115.56	1698.35	false
125	InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	123.00	46.00	77.00	94427328	589888.00	307114.67	8.57	105.27	2052.77	false
126	InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	120.67	47.67	73.00	94427328	589866.67	56458.67	8.39	146.10	1980.98	false
127	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.33	4.33	23.00	46240	1024.00	256.00	45.40	36.12	10.67	false
128	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	46240	2432.00	437.33	44.10	16.12	11.56	true
129	InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.00	4.00	16.00	55488	768.00	0.00	44.20	72.25	13.87	false
130	InceptionV3/InceptionV3/Mixed_6c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.67	4.00	15.67	55488	768.00	6954.67	44.20	7.19	13.87	true
131	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.33	3.00	17.33	0	0.00	128.00	43.80	0.00	0.00	true
132	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.33	3.00	15.33	0	0.00	0.00	43.50	0.00	0.00	true
133	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	173.33	62.67	110.67	181327680	734784.00	4077109.33	11.39	37.68	2893.51	false
134	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	177.67	67.33	110.33	181327680	901056.00	4479701.33	10.87	33.70	2692.96	false
135	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	28.00	4.33	23.67	46240	14464.00	8042.67	45.50	2.05	10.67	true
136	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	46240	896.00	2069.33	45.10	15.59	11.56	true
137	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0b_7x1/Relu	Relu	20.33	4.00	16.33	0	1066.67	174602.67	45.70	0.00	0.00	true
138	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0b_1x7/Relu	Relu	18.67	3.00	15.67	0	0.00	640.00	43.40	0.00	0.00	true
139	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	169.00	60.67	108.33	181327680	719509.33	4539637.33	11.78	34.48	2988.90	false
140	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	175.67	62.33	113.33	217399552	1067136.00	5213034.67	12.81	34.62	3487.71	false
141	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	29.00	4.00	25.00	46240	29376.00	30538.67	45.80	0.77	11.56	true
142	InceptionV3/InceptionV3/Mixed_6c/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	21.67	4.00	17.67	55488	1024.00	10176.00	45.10	4.95	13.87	true
143	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0c_1x7/Relu	Relu	19.67	3.00	16.67	0	1280.00	145973.33	45.60	0.00	0.00	true
144	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	168.33	59.33	109.00	181327680	726016.00	4493152.00	12.04	34.74	3056.05	false
145	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	27.67	4.00	23.67	46240	1088.00	1088.00	45.30	21.25	11.56	false
146	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0d_7x1/Relu	Relu	20.00	3.33	16.67	0	426.67	384.00	43.90	0.00	0.00	true
147	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	177.33	65.67	111.67	217399552	913440.00	5186698.67	12.22	35.64	3310.64	false
148	InceptionV3/InceptionV3/Mixed_6c/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	27.33	4.00	23.33	55488	1088.00	640.00	45.60	32.11	13.87	false
149	InceptionV3/InceptionV3/Mixed_6c/concat	ConcatV2	71.00	0.00	71.00	0	0.00	0.00	0.00	0.00	NaN	true
150	InceptionV3/InceptionV3/Mixed_6c/Branch_0/Conv2d_0a_1x1/Relu	Relu	24.00	4.00	20.00	0	512.00	326410.67	65.70	0.00	0.00	true
151	InceptionV3/InceptionV3/Mixed_6d/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	44.00	12.00	32.00	4453239	768.00	667200.00	50.30	6.67	371.10	true
152	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	129.00	49.33	79.67	78689440	500224.00	564864.00	8.28	73.88	1595.07	false
153	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	123.00	46.00	77.00	78689440	491520.00	138336.00	8.62	124.93	1710.64	false
154	InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	125.00	46.33	78.67	94427328	589824.00	265312.00	8.50	110.42	2038.01	false
155	InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	121.33	46.00	75.33	94427328	593024.00	78517.33	8.60	140.61	2052.77	false
156	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.67	4.00	23.67	46240	1152.00	405.33	45.40	29.69	11.56	false
157	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.33	4.00	17.33	46240	640.00	277.33	44.00	50.41	11.56	false
158	InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	55488	768.00	24640.00	44.30	2.18	13.87	true
159	InceptionV3/InceptionV3/Mixed_6d/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	20.33	4.00	16.33	55488	768.00	117.33	44.20	62.67	13.87	false
160	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.00	3.67	16.33	0	0.00	21.33	43.80	0.00	0.00	true
161	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.33	3.67	15.67	0	0.00	1621.33	43.40	0.00	0.00	true
162	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	173.00	62.00	111.00	181327680	732266.67	4320608.00	11.54	35.89	2924.59	false
163	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	177.00	66.33	110.67	181327680	917034.67	4522986.67	10.86	33.33	2733.60	false
164	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	27.33	4.67	22.67	46240	53610.67	8085.33	45.90	0.75	9.91	true
165	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	46240	896.00	1962.67	45.00	16.18	11.56	true
166	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0b_7x1/Relu	Relu	20.67	3.33	17.33	0	1280.00	175733.33	45.70	0.00	0.00	true
167	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0b_1x7/Relu	Relu	19.00	3.00	16.00	0	0.00	597.33	43.40	0.00	0.00	true
168	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	168.33	59.67	108.67	181327680	718730.67	4564181.33	11.91	34.32	3038.99	false
169	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	171.67	61.67	110.00	217399552	1073504.00	5235274.67	12.85	34.46	3525.44	false
170	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	27.33	4.67	22.67	46240	140224.00	30677.33	45.70	0.27	9.91	true
171	InceptionV3/InceptionV3/Mixed_6d/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	21.67	4.00	17.67	55488	1024.00	8458.67	45.10	5.85	13.87	true
172	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0c_1x7/Relu	Relu	20.00	3.33	16.67	0	1280.00	146602.67	45.60	0.00	0.00	true
173	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	164.67	56.00	108.67	181327680	721088.00	4542954.67	11.72	34.45	3237.99	false
174	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	27.33	4.00	23.33	46240	896.00	896.00	44.50	25.80	11.56	false
175	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0d_7x1/Relu	Relu	20.00	3.00	17.00	0	608.00	768.00	44.90	0.00	0.00	true
176	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	175.67	65.67	110.00	217399552	1046890.67	5111968.00	12.17	35.30	3310.64	false
177	InceptionV3/InceptionV3/Mixed_6d/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	28.33	4.67	23.67	55488	1088.00	1216.00	45.60	24.08	11.89	false
178	InceptionV3/InceptionV3/Mixed_6d/concat	ConcatV2	71.00	0.00	71.00	0	0.00	0.00	0.00	0.00	NaN	true
179	InceptionV3/InceptionV3/Mixed_6d/Branch_0/Conv2d_0a_1x1/Relu	Relu	24.67	3.67	21.00	0	512.00	287392.00	65.50	0.00	0.00	true
180	InceptionV3/InceptionV3/Mixed_6e/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	44.67	12.00	32.67	4548759	1280.00	665589.33	50.20	6.82	379.06	true
181	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	130.33	49.67	80.67	94427328	598698.67	675018.67	8.47	74.14	1901.25	false
182	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	128.33	46.00	82.33	94427328	589824.00	226549.33	8.58	115.67	2052.77	false
183	InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	127.00	46.00	81.00	94427328	589824.00	242976.00	8.57	113.39	2052.77	false
184	InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	125.00	51.00	74.00	94427328	699306.67	63573.33	8.03	123.78	1851.52	false
185	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.67	4.00	23.67	55488	1280.00	384.00	45.60	33.35	13.87	false
186	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.33	4.00	17.33	55488	768.00	554.67	44.40	41.95	13.87	false
187	InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.67	4.00	17.67	55488	853.33	458.67	44.20	42.29	13.87	false
188	InceptionV3/InceptionV3/Mixed_6e/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	55488	768.00	0.00	44.10	72.25	13.87	false
189	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0a_1x1/Relu	Relu	21.67	3.67	18.00	0	0.00	128.00	44.00	0.00	0.00	true
190	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0a_1x1/Relu	Relu	19.00	3.33	15.67	0	0.00	128.00	43.50	0.00	0.00	true
191	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/mul	Conv2D	191.67	73.00	118.67	260306304	1360981.33	6777845.33	12.69	31.98	3565.84	false
192	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	187.00	76.00	111.00	260306304	1481909.33	7199946.67	12.38	29.98	3425.08	false
193	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/BatchNorm/batchnorm/add_1	Add	30.67	4.67	26.00	55488	218602.67	68266.67	45.90	0.19	11.89	true
194	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	24.67	4.00	20.67	55488	1088.00	51626.67	45.20	1.05	13.87	true
195	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0b_7x1/Relu	Relu	21.00	3.33	17.67	0	1280.00	59776.00	45.70	0.00	0.00	true
196	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0b_1x7/Relu	Relu	19.00	3.33	15.67	0	0.00	341.33	43.60	0.00	0.00	true
197	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/mul	Conv2D	186.00	73.00	113.00	260306304	1286677.33	7079882.67	12.78	31.11	3565.84	false
198	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	185.67	71.00	114.67	260306304	1660192.00	7398293.33	13.21	28.74	3666.29	false
199	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/BatchNorm/batchnorm/add_1	Add	28.67	4.67	24.00	55488	148416.00	33653.33	45.90	0.30	11.89	true
200	InceptionV3/InceptionV3/Mixed_6e/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	22.67	4.33	18.33	55488	1088.00	16000.00	45.20	3.25	12.81	true
201	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0c_1x7/Relu	Relu	20.67	4.00	16.67	0	1280.00	69952.00	45.70	0.00	0.00	true
202	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/mul	Conv2D	178.00	69.33	108.67	260306304	1332821.33	7205706.67	13.33	30.49	3754.44	false
203	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/BatchNorm/batchnorm/add_1	Add	29.00	4.00	25.00	55488	1216.00	917.33	45.60	26.01	13.87	false
204	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0d_7x1/Relu	Relu	21.00	3.67	17.33	0	864.00	896.00	45.00	0.00	0.00	true
205	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/mul	Conv2D	189.00	73.67	115.33	260306304	1410794.67	7072778.67	12.60	30.68	3533.55	false
206	InceptionV3/InceptionV3/Mixed_6e/Branch_2/Conv2d_0e_1x7/BatchNorm/batchnorm/add_1	Add	27.67	4.67	23.00	55488	1088.00	757.33	45.50	30.07	11.89	false
207	InceptionV3/InceptionV3/Mixed_6e/concat	ConcatV2	70.67	0.00	70.67	0	0.00	0.00	0.00	0.00	NaN	true
208	InceptionV3/InceptionV3/Mixed_6e/Branch_0/Conv2d_0a_1x1/Relu	Relu	24.67	3.67	21.00	0	512.00	242005.33	65.70	0.00	0.00	true
209	InceptionV3/InceptionV3/Mixed_7a/Branch_2/MaxPool_1a_3x3/MaxPool	MaxPool	39.67	7.00	32.67	49152	7936.00	198538.67	21.90	0.24	7.02	true
210	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	131.67	50.33	81.33	94427328	600746.67	765461.33	8.12	69.12	1876.05	false
211	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	125.00	46.00	79.00	94427328	590336.00	295872.00	8.58	106.55	2052.77	false
212	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.00	4.00	23.00	55488	1280.00	384.00	45.50	33.35	13.87	false
213	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	22.00	4.00	18.00	55488	768.00	0.00	44.20	72.25	13.87	false
214	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0a_1x1/Relu	Relu	20.67	3.00	17.67	0	0.00	0.00	44.00	0.00	0.00	true
215	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_0a_1x1/Relu	Relu	20.67	3.67	17.00	0	1621.33	0.00	43.60	0.00	0.00	true
216	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/mul	Conv2D	188.67	74.00	114.67	260306304	1474048.00	6616085.33	12.66	32.18	3517.65	false
217	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	212.33	128.00	84.33	70799360	2435520.00	1772224.00	8.10	16.83	553.12	true
218	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/BatchNorm/batchnorm/add_1	Add	27.33	4.00	23.33	55488	1536.00	64085.33	45.90	0.85	13.87	true
219	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	20480	1280.00	18112.00	45.60	1.06	5.12	true
220	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0b_1x7/Relu	Relu	21.33	3.67	17.67	0	768.00	1152.00	43.90	0.00	0.00	true
221	InceptionV3/InceptionV3/Mixed_7a/Branch_0/Conv2d_1a_3x3/Relu	Relu	19.67	3.67	16.00	0	0.00	256.00	44.10	0.00	0.00	true
222	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/mul	Conv2D	185.00	71.67	113.33	260306304	1300448.00	5625461.33	13.16	37.58	3632.16	false
223	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/BatchNorm/batchnorm/add_1	Add	27.67	4.00	23.67	55488	1216.00	640.00	45.60	29.90	13.87	false
224	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_0c_7x1/Relu	Relu	20.00	4.00	16.00	0	608.00	405.33	44.90	0.00	0.00	true
225	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/mul	Conv2D	176.00	97.00	79.00	42479616	1329834.67	1273141.33	7.83	16.32	437.93	true
226	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm/batchnorm/add_1	Add	26.00	4.00	22.00	12288	768.00	27104.00	45.80	0.44	3.07	true
227	InceptionV3/InceptionV3/Mixed_7a/Branch_1/Conv2d_1a_3x3/Relu	Relu	23.33	3.67	19.67	0	0.00	0.00	44.20	0.00	0.00	true
228	InceptionV3/InceptionV3/Mixed_7a/concat	ConcatV2	58.00	0.00	58.00	0	0.00	0.00	0.00	0.00	NaN	true
229	InceptionV3/InceptionV3/Mixed_7b/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	42.67	8.00	34.67	1590875	7168.00	104256.00	33.60	14.28	198.86	true
230	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	158.33	78.33	80.00	73428992	2293760.00	1320490.67	10.88	20.32	937.40	false
231	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	156.33	76.67	79.67	62939136	1966080.00	215690.67	9.77	28.85	820.94	false
232	InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	153.67	76.33	77.33	52449280	1638400.00	337173.33	9.34	26.55	687.11	false
233	InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	168.67	91.00	77.67	31469568	1311488.00	123306.67	6.66	21.93	345.82	false
234	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	29.67	4.67	25.00	28672	115669.33	0.00	46.40	0.25	6.14	true
235	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.33	4.00	17.33	24576	1536.00	170.67	45.40	14.40	6.14	true
236	InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	20480	1280.00	0.00	45.50	16.00	5.12	true
237	InceptionV3/InceptionV3/Mixed_7b/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	12288	768.00	0.00	45.30	16.00	3.07	true
238	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.00	3.67	16.33	0	0.00	0.00	44.10	0.00	0.00	true
239	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0a_1x1/Relu	Relu	21.33	3.00	18.33	0	0.00	85.33	44.00	0.00	0.00	true
240	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	252.00	157.67	94.33	193536000	22335456.00	18023178.67	25.44	4.80	1227.50	true
241	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/BatchNorm/batchnorm/mul	Conv2D	168.00	86.67	81.33	56647680	1868928.00	8746.67	8.91	30.17	653.63	false
242	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul	Conv2D	144.67	71.00	73.67	56647680	1769472.00	65536.00	10.15	30.87	797.85	false
243	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	29.67	4.00	25.67	24576	4608.00	0.00	46.30	5.33	6.14	true
244	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_3x1/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	24576	1536.00	0.00	45.40	16.00	6.14	true
245	InceptionV3/InceptionV3/Mixed_7b/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	24576	1536.00	32.00	45.40	15.67	6.14	true
246	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0b_3x3/Relu	Relu	20.67	3.00	17.67	0	512.00	0.00	44.20	0.00	0.00	true
247	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/mul	Conv2D	145.00	70.67	74.33	56647680	1769536.00	618.67	10.17	32.00	801.63	false
248	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul	Conv2D	146.00	71.00	75.00	56647680	1769557.33	58538.67	10.14	30.99	797.85	false
249	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/add_1	Add	26.67	4.00	22.67	24576	1536.00	768.00	45.70	10.67	6.14	true
250	InceptionV3/InceptionV3/Mixed_7b/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1	Add	21.00	4.00	17.00	24576	1536.00	42.67	45.40	15.57	6.14	true
251	InceptionV3/InceptionV3/Mixed_7b/concat	ConcatV2	94.67	0.00	94.67	0	0.00	0.00	0.00	0.00	NaN	true
252	InceptionV3/InceptionV3/Mixed_7b/Branch_0/Conv2d_0a_1x1/Relu	Relu	25.00	3.67	21.33	0	0.00	0.00	63.30	0.00	0.00	true
253	InceptionV3/InceptionV3/Mixed_7c/Branch_3/AvgPool_0a_3x3/AvgPool	AvgPool	44.00	9.00	35.00	1974668	256.00	202.67	44.40	4305.23	219.41	false
254	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	242.00	160.67	81.33	117469184	5151722.67	2611637.33	8.47	15.13	731.13	true
255	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	236.00	157.00	79.00	100687872	3926101.33	2719786.67	8.16	15.15	641.32	true
256	InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/mul	Conv2D	202.33	138.67	63.67	83906560	2844565.33	1442144.00	7.89	19.57	605.09	false
257	InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/mul	Conv2D	222.00	142.00	80.00	50343936	2097152.00	763157.33	6.31	17.60	354.53	false
258	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	27.33	4.67	22.67	28672	116736.00	85.33	46.30	0.25	6.14	true
259	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	24576	15872.00	74890.67	45.30	0.27	6.14	true
260	InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/BatchNorm/batchnorm/add_1	Add	22.33	4.00	18.33	20480	1280.00	56746.67	45.60	0.35	5.12	true
261	InceptionV3/InceptionV3/Mixed_7c/Branch_3/Conv2d_0b_1x1/BatchNorm/batchnorm/add_1	Add	19.67	4.33	15.33	12288	768.00	45994.67	45.60	0.26	2.84	true
262	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0a_1x1/Relu	Relu	20.67	3.67	17.00	0	0.00	58112.00	44.10	0.00	0.00	true
263	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0a_1x1/Relu	Relu	18.67	3.67	15.00	0	0.00	22432.00	44.20	0.00	0.00	true
264	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/mul	Conv2D	242.67	150.67	92.00	193536000	22420576.00	18330645.33	25.95	4.75	1284.53	true
265	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/mul	Conv2D	167.33	86.00	81.33	56647680	1868501.33	18688.00	8.77	30.02	658.69	false
266	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/mul	Conv2D	142.67	71.00	71.67	56647680	1769472.00	66688.00	10.15	30.85	797.85	false
267	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/BatchNorm/batchnorm/add_1	Add	28.33	4.00	24.33	24576	22442.67	0.00	46.40	1.10	6.14	true
268	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0c_3x1/BatchNorm/batchnorm/add_1	Add	20.67	4.00	16.67	24576	1536.00	0.00	45.40	16.00	6.14	true
269	InceptionV3/InceptionV3/Mixed_7c/Branch_1/Conv2d_0b_1x3/BatchNorm/batchnorm/add_1	Add	21.67	3.67	18.00	24576	1536.00	0.00	45.40	16.00	6.70	true
270	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0b_3x3/Relu	Relu	19.67	3.33	16.33	0	0.00	0.00	44.20	0.00	0.00	true
271	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/mul	Conv2D	141.67	70.67	71.00	56647680	1769536.00	736.00	10.38	32.00	801.61	false
272	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/mul	Conv2D	142.00	70.67	71.33	56647680	1769472.00	25952.00	10.01	31.55	801.61	false
273	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0d_3x1/BatchNorm/batchnorm/add_1	Add	26.33	4.00	22.33	24576	1536.00	128.00	45.70	14.77	6.14	true
274	InceptionV3/InceptionV3/Mixed_7c/Branch_2/Conv2d_0c_1x3/BatchNorm/batchnorm/add_1	Add	24.00	4.00	20.00	24576	1536.00	32.00	45.20	15.67	6.14	true
275	InceptionV3/InceptionV3/Mixed_7c/concat	ConcatV2	94.33	0.00	94.33	0	0.00	0.00	0.00	0.00	NaN	true
276	InceptionV3/InceptionV3/Mixed_7c/Branch_0/Conv2d_0a_1x1/Relu	Relu	24.00	4.00	20.00	0	0.00	0.00	63.40	0.00	0.00	true
277	InceptionV3/Logits/AvgPool_1a_8x8/AvgPool	AvgPool	41.67	7.00	34.67	178041	2816.00	0.00	12.30	63.22	25.43	false
278	InceptionV3/Logits/Conv2d_1c_1x1/convolution	Conv2D	246.00	165.33	80.67	134218729	14953066.67	8055552.00	14.15	5.83	811.80	true
279	InceptionV3/Logits/Conv2d_1c_1x1/BiasAdd	BiasAdd	30.67	4.00	26.67	1001	6304.00	128.00	47.60	0.16	0.25	true
280	InceptionV3/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	NaN	true
281	InceptionV3/Logits/SpatialSqueeze	Squeeze	11.00	0.00	11.00	0	0.00	0.00	0.00	0.00	NaN	true
282	InceptionV3/Predictions/Shape	Shape	11.33	0.00	11.33	0	0.00	0.00	0.00	0.00	NaN	true
283	InceptionV3/Predictions/Softmax	Softmax	63.33	16.33	47.00	34455	13312.00	725.33	3.71	2.45	2.11	true
284	InceptionV3/Predictions/Reshape_1	Reshape	9.00	0.00	9.00	0	0.00	0.00	0.00	0.00	NaN	true

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