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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	resnetv24_conv0_fwd	Convolution	18778.33	134.67	18643.67	239239168	2144.00	213.33	19.44	101487.22	1776.54	false
2	resnetv24_batchnorm1_fwd	BatchNorm	273.67	49.00	224.67	4849664	3404405.33	3871114.67	76.50	0.67	98.97	true
3	resnetv24_relu0_fwd	Activation	57.00	44.67	12.33	1605632	3217728.00	3406688.00	94.30	0.24	35.95	true
4	resnetv24_pool0_fwd	Pooling	4003.33	52.00	3951.33	200704	4045322.67	1635925.33	71.00	0.04	3.86	true
5	resnetv24_stage1_batchnorm0_fwd	BatchNorm	123.00	10.00	113.00	1236992	447733.33	311701.33	71.00	1.63	123.70	true
6	resnetv24_stage1_activation0	Activation	23.00	6.00	17.00	401408	384.00	240661.33	88.80	1.67	66.90	true
7	resnetv24_stage1_conv0_fwd	Convolution	2960.67	38.67	2922.00	26624000	39968.00	819424.00	7.79	30.98	688.55	false
8	resnetv24_stage1_batchnorm1_fwd	BatchNorm	82.67	8.00	74.67	1236992	1760.00	931669.33	72.70	1.33	154.62	true
9	resnetv24_stage1_activation1	Activation	22.00	6.00	16.00	401408	384.00	259733.33	89.10	1.54	66.90	true
10	resnetv24_stage1_conv1_fwd	Convolution	17972.33	74.33	17898.00	124444672	192373.33	1293066.67	20.12	83.78	1674.13	false
11	resnetv24_stage1_batchnorm2_fwd	BatchNorm	81.67	8.00	73.67	1236992	1525.33	747605.33	73.30	1.65	154.62	true
12	resnetv24_stage1_activation2	Activation	22.00	6.00	16.00	401408	256.00	232533.33	88.70	1.72	66.90	true
13	resnetv24_stage1_conv2_fwd	Convolution	7453.67	79.33	7374.33	106496000	541920.00	3689930.67	21.40	25.17	1342.39	true
14	resnetv24_stage1_conv3_fwd	Convolution	6512.33	71.33	6441.00	106496000	1430570.67	3842997.33	21.02	20.19	1492.94	true
15	resnetv24_stage1__plus0	elemwise_add	172.67	67.00	105.67	802816	7162069.33	3630112.00	86.70	0.07	11.98	true
16	resnetv24_stage1_batchnorm3_fwd	BatchNorm	87.67	52.00	35.67	4947968	3718101.33	3758112.00	87.60	0.66	95.15	true
17	resnetv24_stage1_activation3	Activation	54.33	48.00	6.33	1605632	3721578.67	3612320.00	95.30	0.22	33.45	true
18	resnetv24_stage1_conv4_fwd	Convolution	7846.33	106.67	7739.67	105267200	3253248.00	1071136.00	7.99	24.34	986.88	true
19	resnetv24_stage1_batchnorm4_fwd	BatchNorm	80.00	8.00	72.00	1236992	1856.00	689664.00	73.00	1.79	154.62	true
20	resnetv24_stage1_activation4	Activation	23.00	6.00	17.00	401408	384.00	234848.00	89.00	1.71	66.90	true
21	resnetv24_stage1_conv5_fwd	Convolution	18006.33	72.67	17933.67	124444672	191018.67	1296512.00	20.26	83.66	1712.53	false
22	resnetv24_stage1_batchnorm5_fwd	BatchNorm	84.67	9.00	75.67	1236992	1856.00	775925.33	73.00	1.59	137.44	true
23	resnetv24_stage1_activation5	Activation	22.33	6.00	16.33	401408	352.00	235456.00	88.90	1.70	66.90	true
24	resnetv24_stage1_conv6_fwd	Convolution	7401.00	78.33	7322.67	106496000	533568.00	3714026.67	21.49	25.07	1359.53	true
25	resnetv24_stage1__plus1	elemwise_add	117.00	66.00	51.00	802816	7109568.00	3579530.67	87.00	0.08	12.16	true
26	resnetv24_stage1_batchnorm6_fwd	BatchNorm	89.00	52.00	37.00	4947968	3712042.67	3763808.00	87.30	0.66	95.15	true
27	resnetv24_stage1_activation6	Activation	55.33	48.00	7.33	1605632	3723520.00	3604373.33	95.20	0.22	33.45	true
28	resnetv24_stage1_conv7_fwd	Convolution	7843.67	106.33	7737.33	105267200	3406645.33	1129013.33	7.99	23.21	989.98	true
29	resnetv24_stage1_batchnorm7_fwd	BatchNorm	82.67	8.00	74.67	1236992	1717.33	680138.67	74.30	1.81	154.62	true
30	resnetv24_stage1_activation7	Activation	22.67	6.00	16.67	401408	384.00	242581.33	89.00	1.65	66.90	true
31	resnetv24_stage1_conv8_fwd	Convolution	17972.33	73.00	17899.33	124444672	190432.00	1294581.33	20.36	83.80	1704.72	false
32	resnetv24_stage1_batchnorm8_fwd	BatchNorm	82.00	8.00	74.00	1236992	1578.67	759328.00	73.20	1.63	154.62	true
33	resnetv24_stage1_activation8	Activation	22.00	6.00	16.00	401408	448.00	240426.67	88.90	1.67	66.90	true
34	resnetv24_stage1_conv9_fwd	Convolution	7444.67	78.00	7366.67	106496000	540853.33	3711104.00	21.45	25.05	1365.33	true
35	resnetv24_stage1__plus2	elemwise_add	119.33	66.67	52.67	802816	7107957.33	3591637.33	86.80	0.08	12.04	true
36	resnetv24_stage2_batchnorm0_fwd	BatchNorm	90.33	51.33	39.00	4947968	3713813.33	3764074.67	87.80	0.66	96.39	true
37	resnetv24_stage2_activation0	Activation	53.00	48.00	5.00	1605632	3720661.33	3603680.00	95.10	0.22	33.45	true
38	resnetv24_stage2_conv0_fwd	Convolution	13896.33	108.67	13787.67	210534400	2538741.33	1321781.33	15.87	54.54	1937.43	false
39	resnetv24_stage2_batchnorm1_fwd	BatchNorm	95.67	23.00	72.67	2473984	934624.00	1906154.67	82.80	0.87	107.56	true
40	resnetv24_stage2_activation1	Activation	33.67	16.00	17.67	802816	725237.33	1534506.67	93.30	0.36	50.18	true
41	resnetv24_stage2_conv1_fwd	Convolution	16203.00	272.00	15931.00	264470528	480.00	101226.67	12.43	2600.33	972.32	false
42	resnetv24_stage2_batchnorm2_fwd	BatchNorm	78.00	6.00	72.00	634880	3200.00	342634.67	68.20	1.84	105.81	true
43	resnetv24_stage2_activation2	Activation	16.67	4.33	12.33	200704	384.00	42762.67	83.60	4.65	46.32	true
44	resnetv24_stage2_conv2_fwd	Convolution	7232.00	65.33	7166.67	118358016	468640.00	1838378.67	17.25	51.30	1811.61	false
45	resnetv24_stage2_conv3_fwd	Convolution	12161.00	109.67	12051.33	235798528	2370176.00	1315808.00	17.57	63.97	2150.13	false
46	resnetv24_stage2__plus0	elemwise_add	109.67	31.33	78.33	401408	3061578.67	1754368.00	85.20	0.08	12.81	true
47	resnetv24_stage2_batchnorm3_fwd	BatchNorm	54.33	29.00	25.33	2539520	1827669.33	1944682.67	82.40	0.67	87.57	true
48	resnetv24_stage2_activation3	Activation	33.67	17.00	16.67	802816	947082.67	1618944.00	93.70	0.31	47.22	true
49	resnetv24_stage2_conv4_fwd	Convolution	7489.00	115.33	7373.67	117669888	192.00	12245.33	12.33	9461.02	1020.26	false
50	resnetv24_stage2_batchnorm4_fwd	BatchNorm	77.00	6.00	71.00	634880	2869.33	470016.00	69.50	1.34	105.81	true
51	resnetv24_stage2_activation4	Activation	17.00	4.33	12.67	200704	384.00	48714.67	83.50	4.09	46.32	true
52	resnetv24_stage2_conv5_fwd	Convolution	16141.33	82.33	16059.00	141656064	769408.00	1716757.33	23.41	56.98	1720.53	false
53	resnetv24_stage2_batchnorm5_fwd	BatchNorm	78.33	6.00	72.33	634880	2869.33	422912.00	69.60	1.49	105.81	true
54	resnetv24_stage2_activation5	Activation	16.00	4.67	11.33	200704	256.00	50869.33	84.60	3.93	43.00	true
55	resnetv24_stage2_conv6_fwd	Convolution	7244.33	70.00	7174.33	118358016	480032.00	1800416.00	17.02	51.90	1690.83	false
56	resnetv24_stage2__plus1	elemwise_add	82.67	27.67	55.00	401408	2828042.67	1395712.00	83.60	0.10	14.51	true
57	resnetv24_stage2_batchnorm6_fwd	BatchNorm	53.67	29.00	24.67	2539520	1814954.67	1929088.00	82.10	0.68	87.57	true
58	resnetv24_stage2_activation6	Activation	32.67	17.33	15.33	802816	945045.33	1614997.33	93.80	0.31	46.32	true
59	resnetv24_stage2_conv7_fwd	Convolution	7486.33	115.33	7371.00	117669888	1557.33	14986.67	12.33	7112.54	1020.26	false
60	resnetv24_stage2_batchnorm7_fwd	BatchNorm	75.00	6.00	69.00	634880	3061.33	484256.00	68.30	1.30	105.81	true
61	resnetv24_stage2_activation7	Activation	17.00	4.67	12.33	200704	384.00	48416.00	84.00	4.11	43.00	true
62	resnetv24_stage2_conv8_fwd	Convolution	16155.33	80.00	16075.33	141656064	772096.00	1713013.33	23.40	57.00	1770.70	false
63	resnetv24_stage2_batchnorm8_fwd	BatchNorm	74.33	6.33	68.00	634880	3114.67	419029.33	67.90	1.50	100.25	true
64	resnetv24_stage2_activation8	Activation	16.33	4.33	12.00	200704	256.00	47125.33	84.30	4.24	46.32	true
65	resnetv24_stage2_conv9_fwd	Convolution	7228.33	70.00	7158.33	118358016	476416.00	1825141.33	17.19	51.43	1690.83	false
66	resnetv24_stage2__plus2	elemwise_add	83.33	27.33	56.00	401408	2820821.33	1336405.33	83.50	0.10	14.69	true
67	resnetv24_stage2_batchnorm9_fwd	BatchNorm	52.33	29.33	23.00	2539520	1809333.33	1942976.00	81.80	0.68	86.58	true
68	resnetv24_stage2_activation9	Activation	35.33	17.33	18.00	802816	924160.00	1558677.33	94.10	0.32	46.32	true
69	resnetv24_stage2_conv10_fwd	Convolution	7487.33	115.33	7372.00	117669888	384.00	12128.00	12.33	9404.56	1020.26	false
70	resnetv24_stage2_batchnorm10_fwd	BatchNorm	77.67	6.00	71.67	634880	2965.33	480042.67	68.30	1.31	105.81	true
71	resnetv24_stage2_activation10	Activation	17.00	4.33	12.67	200704	384.00	50080.00	83.60	3.98	46.32	true
72	resnetv24_stage2_conv11_fwd	Convolution	16125.00	80.00	16045.00	141656064	759072.00	1716437.33	23.26	57.22	1770.70	false
73	resnetv24_stage2_batchnorm11_fwd	BatchNorm	77.33	6.00	71.33	634880	3093.33	418325.33	69.50	1.51	105.81	true
74	resnetv24_stage2_activation11	Activation	16.33	4.33	12.00	200704	352.00	44757.33	84.50	4.45	46.32	true
75	resnetv24_stage2_conv12_fwd	Convolution	7244.00	71.00	7173.00	118358016	474101.33	1859264.00	17.03	50.72	1667.01	false
76	resnetv24_stage2__plus3	elemwise_add	84.33	27.00	57.33	401408	2798677.33	1224949.33	83.60	0.10	14.87	true
77	resnetv24_stage2_batchnorm12_fwd	BatchNorm	54.00	29.00	25.00	2539520	1814453.33	1935541.33	82.20	0.68	87.57	true
78	resnetv24_stage2_activation12	Activation	33.33	17.67	15.67	802816	936586.67	1603466.67	94.10	0.32	45.44	true
79	resnetv24_stage2_conv13_fwd	Convolution	7488.67	115.33	7373.33	117669888	480.00	13130.67	12.33	8645.42	1020.26	false
80	resnetv24_stage2_batchnorm13_fwd	BatchNorm	74.67	6.00	68.67	634880	2922.67	474752.00	69.90	1.33	105.81	true
81	resnetv24_stage2_activation13	Activation	17.33	4.33	13.00	200704	384.00	48672.00	83.70	4.09	46.32	true
82	resnetv24_stage2_conv14_fwd	Convolution	16152.00	80.33	16071.67	141656064	768277.33	1717632.00	23.56	56.98	1763.36	false
83	resnetv24_stage2_batchnorm14_fwd	BatchNorm	77.33	6.00	71.33	634880	2805.33	415157.33	67.90	1.52	105.81	true
84	resnetv24_stage2_activation14	Activation	17.00	4.33	12.67	200704	160.00	49472.00	84.00	4.04	46.32	true
85	resnetv24_stage2_conv15_fwd	Convolution	7229.00	69.00	7160.00	118358016	472842.67	1837482.67	17.18	51.23	1715.33	false
86	resnetv24_stage2__plus4	elemwise_add	86.33	27.67	58.67	401408	2815765.33	1324736.00	83.90	0.10	14.51	true
87	resnetv24_stage2_batchnorm15_fwd	BatchNorm	53.67	29.00	24.67	2539520	1814336.00	1945322.67	81.40	0.68	87.57	true
88	resnetv24_stage2_activation15	Activation	33.00	17.00	16.00	802816	948618.67	1587178.67	94.00	0.32	47.22	true
89	resnetv24_stage2_conv16_fwd	Convolution	7483.00	115.33	7367.67	117669888	288.00	12810.67	12.33	8983.35	1020.26	false
90	resnetv24_stage2_batchnorm16_fwd	BatchNorm	74.33	6.00	68.33	634880	2794.67	478389.33	68.20	1.32	105.81	true
91	resnetv24_stage2_activation16	Activation	17.33	4.67	12.67	200704	384.00	50272.00	83.60	3.96	43.00	true
92	resnetv24_stage2_conv17_fwd	Convolution	16128.33	79.33	16049.00	141656064	754240.00	1711978.67	23.43	57.44	1785.57	false
93	resnetv24_stage2_batchnorm17_fwd	BatchNorm	73.67	6.00	67.67	634880	2922.67	414080.00	68.30	1.52	105.81	true
94	resnetv24_stage2_activation17	Activation	16.00	5.00	11.00	200704	458.67	49216.00	84.80	4.04	40.14	true
95	resnetv24_stage2_conv18_fwd	Convolution	7241.67	69.67	7172.00	118358016	477386.67	1842378.67	17.19	51.02	1698.91	false
96	resnetv24_stage2__plus5	elemwise_add	84.33	27.67	56.67	401408	2816096.00	1302666.67	83.40	0.10	14.51	true
97	resnetv24_stage2_batchnorm18_fwd	BatchNorm	53.67	29.00	24.67	2539520	1810986.67	1928405.33	82.40	0.68	87.57	true
98	resnetv24_stage2_activation18	Activation	32.67	17.67	15.00	802816	940981.33	1626464.00	94.10	0.31	45.44	true
99	resnetv24_stage2_conv19_fwd	Convolution	7476.33	115.33	7361.00	117669888	192.00	13525.33	12.33	8578.19	1020.26	false
100	resnetv24_stage2_batchnorm19_fwd	BatchNorm	74.33	6.00	68.33	634880	2805.33	485621.33	68.40	1.30	105.81	true
101	resnetv24_stage2_activation19	Activation	17.33	4.00	13.33	200704	384.00	50101.33	83.50	3.98	50.18	true
102	resnetv24_stage2_conv20_fwd	Convolution	16157.33	79.00	16078.33	141656064	760522.67	1715296.00	23.20	57.22	1793.11	false
103	resnetv24_stage2_batchnorm20_fwd	BatchNorm	77.00	6.00	71.00	634880	2794.67	416832.00	68.10	1.51	105.81	true
104	resnetv24_stage2_activation20	Activation	17.00	4.33	12.67	200704	160.00	45568.00	84.10	4.39	46.32	true
105	resnetv24_stage2_conv21_fwd	Convolution	7230.00	70.33	7159.67	118358016	480064.00	1830016.00	17.08	51.24	1682.80	false
106	resnetv24_stage2__plus6	elemwise_add	87.00	27.33	59.67	401408	2822549.33	1342112.00	83.10	0.10	14.69	true
107	resnetv24_stage2_batchnorm21_fwd	BatchNorm	53.33	29.00	24.33	2539520	1817461.33	1944288.00	81.50	0.68	87.57	true
108	resnetv24_stage2_activation21	Activation	33.00	18.00	15.00	802816	943957.33	1591808.00	93.90	0.32	44.60	true
109	resnetv24_stage2_conv22_fwd	Convolution	7486.67	115.00	7371.67	117669888	192.00	12736.00	12.32	9101.94	1023.22	false
110	resnetv24_stage2_batchnorm22_fwd	BatchNorm	73.00	6.00	67.00	634880	2752.00	480736.00	69.70	1.31	105.81	true
111	resnetv24_stage2_activation22	Activation	17.33	4.33	13.00	200704	384.00	45856.00	83.70	4.34	46.32	true
112	resnetv24_stage2_conv23_fwd	Convolution	16125.33	79.67	16045.67	141656064	761856.00	1705920.00	23.43	57.40	1778.10	false
113	resnetv24_stage2_batchnorm23_fwd	BatchNorm	75.67	6.00	69.67	634880	2858.67	416778.67	68.20	1.51	105.81	true
114	resnetv24_stage2_activation23	Activation	17.00	4.33	12.67	200704	160.00	50464.00	84.40	3.96	46.32	true
115	resnetv24_stage2_conv24_fwd	Convolution	7242.33	69.33	7173.00	118358016	475168.00	1826816.00	17.19	51.42	1707.09	false
116	resnetv24_stage2__plus7	elemwise_add	87.67	27.00	60.67	401408	2810698.67	1348224.00	83.50	0.10	14.87	true
117	resnetv24_stage3_batchnorm0_fwd	BatchNorm	54.33	29.00	25.33	2539520	1806581.33	1930165.33	81.70	0.68	87.57	true
118	resnetv24_stage3_activation0	Activation	32.00	17.33	14.67	802816	949984.00	1621909.33	93.80	0.31	46.32	true
119	resnetv24_stage3_conv0_fwd	Convolution	13065.00	115.00	12950.00	235339776	192.00	13376.00	12.33	17345.21	2046.43	false
120	resnetv24_stage3_batchnorm1_fwd	BatchNorm	82.33	10.00	72.33	1269760	5877.33	945226.67	77.20	1.34	126.98	true
121	resnetv24_stage3_activation1	Activation	22.33	6.00	16.33	401408	384.00	188533.33	87.90	2.12	66.90	true
122	resnetv24_stage3_conv1_fwd	Convolution	15593.33	341.00	15252.33	264291328	202005.33	1618389.33	9.42	145.18	775.05	false
123	resnetv24_stage3_batchnorm2_fwd	BatchNorm	76.67	5.00	71.67	317440	5184.00	21.33	33.80	60.98	63.49	false
124	resnetv24_stage3_activation2	Activation	14.33	4.00	10.33	100352	384.00	0.00	79.60	261.33	25.09	false
125	resnetv24_stage3_conv2_fwd	Convolution	7067.67	72.00	6995.67	134742016	2111488.00	134965.33	12.21	59.98	1871.42	false
126	resnetv24_stage3_conv3_fwd	Convolution	12142.00	121.67	12020.33	268959744	128.00	2474.67	12.33	103340.09	2210.62	false
127	resnetv24_stage3__plus0	elemwise_add	79.00	12.00	67.00	200704	877717.33	644992.00	79.80	0.13	16.73	true
128	resnetv24_stage3_batchnorm3_fwd	BatchNorm	37.33	11.00	26.33	1269760	25728.00	1088373.33	65.30	1.14	115.43	true
129	resnetv24_stage3_activation3	Activation	23.00	6.00	17.00	401408	288.00	202133.33	88.10	1.98	66.90	true
130	resnetv24_stage3_conv4_fwd	Convolution	7188.33	212.00	6976.33	134348800	0.00	1578.67	12.40	85102.68	633.72	false
131	resnetv24_stage3_batchnorm4_fwd	BatchNorm	73.67	5.00	68.67	317440	4874.67	158186.67	33.30	1.95	63.49	true
132	resnetv24_stage3_activation4	Activation	15.33	4.00	11.33	100352	234.67	10656.00	78.60	9.21	25.09	true
133	resnetv24_stage3_conv5_fwd	Convolution	15486.00	137.00	15349.00	143884288	7956416.00	5973386.67	31.52	10.33	1050.25	true
134	resnetv24_stage3_batchnorm5_fwd	BatchNorm	75.00	5.00	70.00	317440	5205.33	0.00	33.20	60.98	63.49	false
135	resnetv24_stage3_activation5	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
136	resnetv24_stage3_conv6_fwd	Convolution	7080.00	76.33	7003.67	134742016	2116064.00	147520.00	12.23	59.53	1765.19	false
137	resnetv24_stage3__plus1	elemwise_add	68.67	9.00	59.67	200704	871008.00	91594.67	76.50	0.21	22.30	true
138	resnetv24_stage3_batchnorm6_fwd	BatchNorm	37.33	11.00	26.33	1269760	27669.33	853546.67	63.70	1.44	115.43	true
139	resnetv24_stage3_activation6	Activation	21.33	6.00	15.33	401408	384.00	160928.00	87.70	2.49	66.90	true
140	resnetv24_stage3_conv7_fwd	Convolution	7196.67	212.00	6984.67	134348800	1290.67	2261.33	12.40	37823.42	633.72	false
141	resnetv24_stage3_batchnorm7_fwd	BatchNorm	75.33	6.00	69.33	317440	5365.33	99850.67	33.10	3.02	52.91	true
142	resnetv24_stage3_activation7	Activation	15.33	4.00	11.33	100352	384.00	5856.00	78.20	16.08	25.09	true
143	resnetv24_stage3_conv8_fwd	Convolution	15552.00	132.33	15419.67	143884288	7949952.00	5959317.33	31.17	10.34	1087.28	true
144	resnetv24_stage3_batchnorm8_fwd	BatchNorm	77.33	6.00	71.33	317440	5429.33	0.00	33.20	58.47	52.91	false
145	resnetv24_stage3_activation8	Activation	14.00	4.00	10.00	100352	384.00	0.00	77.90	261.33	25.09	false
146	resnetv24_stage3_conv9_fwd	Convolution	7072.00	76.33	6995.67	134742016	2116341.33	134656.00	12.23	59.86	1765.19	false
147	resnetv24_stage3__plus2	elemwise_add	72.00	9.00	63.00	200704	868405.33	94037.33	76.70	0.21	22.30	true
148	resnetv24_stage3_batchnorm9_fwd	BatchNorm	37.00	11.00	26.00	1269760	26368.00	851552.00	65.30	1.45	115.43	true
149	resnetv24_stage3_activation9	Activation	22.33	6.00	16.33	401408	352.00	166058.67	87.80	2.41	66.90	true
150	resnetv24_stage3_conv10_fwd	Convolution	7189.00	212.00	6977.00	134348800	0.00	2112.00	12.40	63612.12	633.72	false
151	resnetv24_stage3_batchnorm10_fwd	BatchNorm	77.67	5.67	72.00	317440	5013.33	157088.00	33.10	1.96	56.02	true
152	resnetv24_stage3_activation10	Activation	15.33	4.00	11.33	100352	117.33	10986.67	78.10	9.04	25.09	true
153	resnetv24_stage3_conv11_fwd	Convolution	15515.33	133.33	15382.00	143884288	7956074.67	5965525.33	30.98	10.34	1079.13	true
154	resnetv24_stage3_batchnorm11_fwd	BatchNorm	76.00	5.00	71.00	317440	5354.67	0.00	33.80	59.28	63.49	false
155	resnetv24_stage3_activation11	Activation	15.33	4.00	11.33	100352	384.00	0.00	78.10	261.33	25.09	false
156	resnetv24_stage3_conv12_fwd	Convolution	7080.00	74.67	7005.33	134742016	2116213.33	148480.00	12.23	59.50	1804.57	false
157	resnetv24_stage3__plus3	elemwise_add	71.33	9.00	62.33	200704	869706.67	92362.67	76.30	0.21	22.30	true
158	resnetv24_stage3_batchnorm12_fwd	BatchNorm	38.00	11.00	27.00	1269760	25546.67	856309.33	66.20	1.44	115.43	true
159	resnetv24_stage3_activation12	Activation	21.00	6.00	15.00	401408	384.00	159200.00	87.70	2.52	66.90	true
160	resnetv24_stage3_conv13_fwd	Convolution	7198.33	212.00	6986.33	134348800	96.00	1856.00	12.40	68826.23	633.72	false
161	resnetv24_stage3_batchnorm13_fwd	BatchNorm	73.33	5.00	68.33	317440	4928.00	100362.67	33.80	3.01	63.49	true
162	resnetv24_stage3_activation13	Activation	15.00	4.00	11.00	100352	384.00	4789.33	78.00	19.40	25.09	true
163	resnetv24_stage3_conv14_fwd	Convolution	15525.00	131.67	15393.33	143884288	7961301.33	5954549.33	30.90	10.34	1092.79	true
164	resnetv24_stage3_batchnorm14_fwd	BatchNorm	78.00	6.00	72.00	317440	5664.00	0.00	33.50	56.05	52.91	false
165	resnetv24_stage3_activation14	Activation	15.33	4.00	11.33	100352	384.00	0.00	77.90	261.33	25.09	false
166	resnetv24_stage3_conv15_fwd	Convolution	7071.00	75.67	6995.33	134742016	2116085.33	134517.33	12.23	59.87	1780.72	false
167	resnetv24_stage3__plus4	elemwise_add	74.67	9.00	65.67	200704	871818.67	95157.33	76.90	0.21	22.30	true
168	resnetv24_stage3_batchnorm15_fwd	BatchNorm	38.00	11.00	27.00	1269760	25813.33	853856.00	65.50	1.44	115.43	true
169	resnetv24_stage3_activation15	Activation	23.33	6.00	17.33	401408	352.00	163840.00	88.30	2.44	66.90	true
170	resnetv24_stage3_conv16_fwd	Convolution	7189.00	212.00	6977.00	134348800	192.00	2058.67	12.40	59692.88	633.72	false
171	resnetv24_stage3_batchnorm16_fwd	BatchNorm	72.67	5.00	67.67	317440	4938.67	155605.33	33.50	1.98	63.49	true
172	resnetv24_stage3_activation16	Activation	15.00	4.00	11.00	100352	117.33	10613.33	78.00	9.35	25.09	true
173	resnetv24_stage3_conv17_fwd	Convolution	15470.00	132.33	15337.67	143884288	7962986.67	5975978.67	30.97	10.32	1087.28	true
174	resnetv24_stage3_batchnorm17_fwd	BatchNorm	78.00	5.00	73.00	317440	5066.67	0.00	33.60	62.65	63.49	false
175	resnetv24_stage3_activation17	Activation	14.00	4.00	10.00	100352	384.00	0.00	77.80	261.33	25.09	false
176	resnetv24_stage3_conv18_fwd	Convolution	7077.00	76.33	7000.67	134742016	2116277.33	142208.00	12.23	59.66	1765.19	false
177	resnetv24_stage3__plus5	elemwise_add	72.00	9.00	63.00	200704	869077.33	93738.67	76.20	0.21	22.30	true
178	resnetv24_stage3_batchnorm18_fwd	BatchNorm	37.67	11.00	26.67	1269760	26592.00	854570.67	64.90	1.44	115.43	true
179	resnetv24_stage3_activation18	Activation	22.33	6.00	16.33	401408	384.00	158058.67	88.30	2.53	66.90	true
180	resnetv24_stage3_conv19_fwd	Convolution	7202.67	212.00	6990.67	134348800	0.00	2058.67	12.40	65260.09	633.72	false
181	resnetv24_stage3_batchnorm19_fwd	BatchNorm	74.00	5.00	69.00	317440	5045.33	100597.33	33.80	3.00	63.49	true
182	resnetv24_stage3_activation19	Activation	15.00	4.00	11.00	100352	384.00	5429.33	78.60	17.26	25.09	true
183	resnetv24_stage3_conv20_fwd	Convolution	15513.67	132.33	15381.33	143884288	7995232.00	5965386.67	31.01	10.31	1087.29	true
184	resnetv24_stage3_batchnorm20_fwd	BatchNorm	76.00	5.00	71.00	317440	4992.00	0.00	34.00	63.59	63.49	false
185	resnetv24_stage3_activation20	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
186	resnetv24_stage3_conv21_fwd	Convolution	7071.67	75.67	6996.00	134742016	2116288.00	132053.33	12.23	59.93	1780.72	false
187	resnetv24_stage3__plus6	elemwise_add	73.67	9.00	64.67	200704	869653.33	94016.00	76.60	0.21	22.30	true
188	resnetv24_stage3_batchnorm21_fwd	BatchNorm	38.00	11.00	27.00	1269760	25930.67	852245.33	65.40	1.45	115.43	true
189	resnetv24_stage3_activation21	Activation	23.67	6.00	17.67	401408	320.00	165621.33	88.60	2.42	66.90	true
190	resnetv24_stage3_conv22_fwd	Convolution	7190.00	212.00	6978.00	134348800	0.00	2122.67	12.40	63292.48	633.72	false
191	resnetv24_stage3_batchnorm22_fwd	BatchNorm	72.67	5.33	67.33	317440	5461.33	156298.67	33.20	1.96	59.52	true
192	resnetv24_stage3_activation22	Activation	15.33	4.00	11.33	100352	117.33	10965.33	78.90	9.05	25.09	true
193	resnetv24_stage3_conv23_fwd	Convolution	15485.33	133.00	15352.33	143884288	7951936.00	5960437.33	30.99	10.34	1081.84	true
194	resnetv24_stage3_batchnorm23_fwd	BatchNorm	76.67	6.00	70.67	317440	5109.33	0.00	33.70	62.13	52.91	false
195	resnetv24_stage3_activation23	Activation	16.00	4.00	12.00	100352	384.00	0.00	78.20	261.33	25.09	false
196	resnetv24_stage3_conv24_fwd	Convolution	7079.67	76.00	7003.67	134742016	2116138.67	145344.00	12.23	59.58	1772.92	false
197	resnetv24_stage3__plus7	elemwise_add	78.00	9.00	69.00	200704	867957.33	92394.67	76.20	0.21	22.30	true
198	resnetv24_stage3_batchnorm24_fwd	BatchNorm	38.00	11.00	27.00	1269760	26229.33	853397.33	65.50	1.44	115.43	true
199	resnetv24_stage3_activation24	Activation	22.67	6.00	16.67	401408	384.00	160650.67	88.20	2.49	66.90	true
200	resnetv24_stage3_conv25_fwd	Convolution	7201.33	212.33	6989.00	134348800	3648.00	2442.67	12.40	22058.15	632.73	false
201	resnetv24_stage3_batchnorm25_fwd	BatchNorm	73.33	5.67	67.67	317440	4810.67	101632.00	33.70	2.98	56.02	true
202	resnetv24_stage3_activation25	Activation	15.00	4.00	11.00	100352	384.00	5237.33	77.50	17.85	25.09	true
203	resnetv24_stage3_conv26_fwd	Convolution	15537.00	132.33	15404.67	143884288	7948928.00	5954133.33	30.81	10.35	1087.29	true
204	resnetv24_stage3_batchnorm26_fwd	BatchNorm	76.33	6.00	70.33	317440	5066.67	0.00	33.30	62.65	52.91	false
205	resnetv24_stage3_activation26	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
206	resnetv24_stage3_conv27_fwd	Convolution	7068.00	75.33	6992.67	134742016	2116288.00	138122.67	12.23	59.77	1788.62	false
207	resnetv24_stage3__plus8	elemwise_add	74.67	9.00	65.67	200704	869930.67	93962.67	77.10	0.21	22.30	true
208	resnetv24_stage3_batchnorm27_fwd	BatchNorm	38.00	11.00	27.00	1269760	25557.33	855232.00	64.00	1.44	115.43	true
209	resnetv24_stage3_activation27	Activation	23.33	6.00	17.33	401408	352.00	167573.33	87.90	2.39	66.90	true
210	resnetv24_stage3_conv28_fwd	Convolution	7187.33	212.00	6975.33	134348800	0.00	1685.33	12.40	79716.42	633.72	false
211	resnetv24_stage3_batchnorm28_fwd	BatchNorm	73.67	5.00	68.67	317440	4960.00	153930.67	33.30	2.00	63.49	true
212	resnetv24_stage3_activation28	Activation	14.33	4.00	10.33	100352	117.33	10261.33	78.20	9.67	25.09	true
213	resnetv24_stage3_conv29_fwd	Convolution	15474.33	132.67	15341.67	143884288	7984981.33	5967402.67	31.20	10.31	1084.55	true
214	resnetv24_stage3_batchnorm29_fwd	BatchNorm	78.00	5.33	72.67	317440	5322.67	0.00	33.30	59.64	59.52	false
215	resnetv24_stage3_activation29	Activation	14.67	4.00	10.67	100352	384.00	0.00	77.80	261.33	25.09	false
216	resnetv24_stage3_conv30_fwd	Convolution	7074.67	75.33	6999.33	134742016	2116106.67	146058.67	12.23	59.56	1788.62	false
217	resnetv24_stage3__plus9	elemwise_add	71.33	9.00	62.33	200704	869397.33	92533.33	76.90	0.21	22.30	true
218	resnetv24_stage3_batchnorm30_fwd	BatchNorm	36.67	11.00	25.67	1269760	26528.00	854880.00	64.70	1.44	115.43	true
219	resnetv24_stage3_activation30	Activation	21.33	6.00	15.33	401408	384.00	161141.33	88.00	2.49	66.90	true
220	resnetv24_stage3_conv31_fwd	Convolution	7198.00	212.33	6985.67	134348800	0.00	2378.67	12.40	56480.73	632.73	false
221	resnetv24_stage3_batchnorm31_fwd	BatchNorm	75.67	5.00	70.67	317440	4832.00	99701.33	33.10	3.04	63.49	true
222	resnetv24_stage3_activation31	Activation	16.00	4.00	12.00	100352	384.00	5130.67	77.50	18.20	25.09	true
223	resnetv24_stage3_conv32_fwd	Convolution	15522.33	132.67	15389.67	143884288	7960394.67	5954304.00	31.04	10.34	1084.55	true
224	resnetv24_stage3_batchnorm32_fwd	BatchNorm	77.00	5.00	72.00	317440	5184.00	0.00	33.30	61.23	63.49	false
225	resnetv24_stage3_activation32	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
226	resnetv24_stage3_conv33_fwd	Convolution	7066.67	76.00	6990.67	134742016	2116277.33	139434.67	12.23	59.73	1772.92	false
227	resnetv24_stage3__plus10	elemwise_add	76.00	9.00	67.00	200704	868746.67	93962.67	77.20	0.21	22.30	true
228	resnetv24_stage3_batchnorm33_fwd	BatchNorm	38.00	11.00	27.00	1269760	25952.00	851776.00	64.10	1.45	115.43	true
229	resnetv24_stage3_activation33	Activation	23.33	6.00	17.33	401408	384.00	165781.33	88.00	2.42	66.90	true
230	resnetv24_stage3_conv34_fwd	Convolution	7188.00	212.00	6976.00	134348800	0.00	1685.33	12.40	79716.42	633.72	false
231	resnetv24_stage3_batchnorm34_fwd	BatchNorm	73.67	6.00	67.67	317440	5002.67	156224.00	33.10	1.97	52.91	true
232	resnetv24_stage3_activation34	Activation	15.00	4.00	11.00	100352	96.00	10304.00	78.40	9.65	25.09	true
233	resnetv24_stage3_conv35_fwd	Convolution	15499.33	131.67	15367.67	143884288	7943904.00	5965600.00	31.22	10.34	1092.79	true
234	resnetv24_stage3_batchnorm35_fwd	BatchNorm	73.33	5.00	68.33	317440	5162.67	0.00	33.30	61.49	63.49	false
235	resnetv24_stage3_activation35	Activation	15.33	4.00	11.33	100352	384.00	0.00	77.80	261.33	25.09	false
236	resnetv24_stage3_conv36_fwd	Convolution	7075.67	75.67	7000.00	134742016	2116341.33	142165.33	12.23	59.66	1780.72	false
237	resnetv24_stage3__plus11	elemwise_add	74.33	9.00	65.33	200704	867829.33	93834.67	76.80	0.21	22.30	true
238	resnetv24_stage3_batchnorm36_fwd	BatchNorm	38.00	11.00	27.00	1269760	26293.33	855445.33	64.50	1.44	115.43	true
239	resnetv24_stage3_activation36	Activation	21.67	6.00	15.67	401408	384.00	160736.00	88.10	2.49	66.90	true
240	resnetv24_stage3_conv37_fwd	Convolution	7207.00	212.00	6995.00	134348800	0.00	2272.00	12.40	59132.39	633.72	false
241	resnetv24_stage3_batchnorm37_fwd	BatchNorm	76.33	5.00	71.33	317440	4906.67	99904.00	33.30	3.03	63.49	true
242	resnetv24_stage3_activation37	Activation	15.67	4.00	11.67	100352	384.00	5322.67	78.50	17.59	25.09	true
243	resnetv24_stage3_conv38_fwd	Convolution	15555.00	132.00	15423.00	143884288	7946645.33	5957749.33	30.74	10.35	1090.03	true
244	resnetv24_stage3_batchnorm38_fwd	BatchNorm	77.00	6.00	71.00	317440	5205.33	0.00	33.30	60.98	52.91	false
245	resnetv24_stage3_activation38	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.80	261.33	25.09	false
246	resnetv24_stage3_conv39_fwd	Convolution	7067.67	75.67	6992.00	134742016	2116117.33	136394.67	12.23	59.82	1780.72	false
247	resnetv24_stage3__plus12	elemwise_add	72.33	9.00	63.33	200704	867712.00	93834.67	76.60	0.21	22.30	true
248	resnetv24_stage3_batchnorm39_fwd	BatchNorm	38.67	11.00	27.67	1269760	26464.00	855509.33	65.00	1.44	115.43	true
249	resnetv24_stage3_activation39	Activation	23.33	6.00	17.33	401408	384.00	163232.00	88.20	2.45	66.90	true
250	resnetv24_stage3_conv40_fwd	Convolution	7187.00	212.33	6974.67	134348800	53.33	1674.67	12.40	77748.15	632.73	false
251	resnetv24_stage3_batchnorm40_fwd	BatchNorm	73.67	5.67	68.00	317440	5525.33	152949.33	33.00	2.00	56.02	true
252	resnetv24_stage3_activation40	Activation	15.33	4.00	11.33	100352	96.00	10901.33	78.60	9.13	25.09	true
253	resnetv24_stage3_conv41_fwd	Convolution	15492.67	133.33	15359.33	143884288	7983221.33	5965664.00	31.26	10.32	1079.13	true
254	resnetv24_stage3_batchnorm41_fwd	BatchNorm	75.67	6.00	69.67	317440	5194.67	0.00	33.50	61.11	52.91	false
255	resnetv24_stage3_activation41	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
256	resnetv24_stage3_conv42_fwd	Convolution	7074.00	75.33	6998.67	134742016	2116181.33	147114.67	12.23	59.53	1788.62	false
257	resnetv24_stage3__plus13	elemwise_add	74.33	9.00	65.33	200704	869141.33	93344.00	76.40	0.21	22.30	true
258	resnetv24_stage3_batchnorm42_fwd	BatchNorm	37.67	11.00	26.67	1269760	25962.67	852736.00	64.20	1.45	115.43	true
259	resnetv24_stage3_activation42	Activation	23.33	6.00	17.33	401408	384.00	159584.00	88.00	2.51	66.90	true
260	resnetv24_stage3_conv43_fwd	Convolution	7200.00	212.00	6988.00	134348800	0.00	2816.00	12.40	47709.09	633.72	false
261	resnetv24_stage3_batchnorm43_fwd	BatchNorm	75.67	5.00	70.67	317440	5024.00	100394.67	33.60	3.01	63.49	true
262	resnetv24_stage3_activation43	Activation	15.33	4.00	11.33	100352	1749.33	4970.67	78.00	14.93	25.09	true
263	resnetv24_stage3_conv44_fwd	Convolution	15564.00	132.33	15431.67	143884288	8000149.33	5961962.67	31.17	10.31	1087.28	true
264	resnetv24_stage3_batchnorm44_fwd	BatchNorm	77.67	5.00	72.67	317440	5141.33	0.00	33.70	61.74	63.49	false
265	resnetv24_stage3_activation44	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
266	resnetv24_stage3_conv45_fwd	Convolution	7069.67	76.00	6993.67	134742016	2116309.33	136842.67	12.23	59.80	1772.92	false
267	resnetv24_stage3__plus14	elemwise_add	73.00	9.00	64.00	200704	871317.33	94901.33	76.90	0.21	22.30	true
268	resnetv24_stage3_batchnorm45_fwd	BatchNorm	39.00	11.00	28.00	1269760	24906.67	851530.67	65.10	1.45	115.43	true
269	resnetv24_stage3_activation45	Activation	22.33	6.00	16.33	401408	384.00	164650.67	88.30	2.43	66.90	true
270	resnetv24_stage3_conv46_fwd	Convolution	7187.67	212.00	6975.67	134348800	0.00	2058.67	12.40	65260.09	633.72	false
271	resnetv24_stage3_batchnorm46_fwd	BatchNorm	75.67	5.33	70.33	317440	5226.67	154976.00	33.60	1.98	59.52	true
272	resnetv24_stage3_activation46	Activation	15.33	4.00	11.33	100352	213.33	11146.67	78.20	8.83	25.09	true
273	resnetv24_stage3_conv47_fwd	Convolution	15532.00	132.00	15400.00	143884288	7982762.67	5967861.33	31.41	10.31	1090.03	true
274	resnetv24_stage3_batchnorm47_fwd	BatchNorm	79.33	6.00	73.33	317440	5408.00	0.00	33.20	58.70	52.91	false
275	resnetv24_stage3_activation47	Activation	14.67	4.00	10.67	100352	384.00	0.00	78.00	261.33	25.09	false
276	resnetv24_stage3_conv48_fwd	Convolution	7078.33	76.00	7002.33	134742016	2116288.00	147242.67	12.23	59.53	1772.92	false
277	resnetv24_stage3__plus15	elemwise_add	76.00	9.00	67.00	200704	869013.33	92330.67	76.60	0.21	22.30	true
278	resnetv24_stage3_batchnorm48_fwd	BatchNorm	38.00	11.00	27.00	1269760	27072.00	853706.67	64.60	1.44	115.43	true
279	resnetv24_stage3_activation48	Activation	22.00	6.00	16.00	401408	384.00	159776.00	87.70	2.51	66.90	true
280	resnetv24_stage3_conv49_fwd	Convolution	7197.00	212.00	6985.00	134348800	96.00	2688.00	12.40	48257.47	633.72	false
281	resnetv24_stage3_batchnorm49_fwd	BatchNorm	74.33	6.00	68.33	317440	5109.33	100138.67	33.60	3.02	52.91	true
282	resnetv24_stage3_activation49	Activation	14.67	4.00	10.67	100352	384.00	5130.67	78.00	18.20	25.09	true
283	resnetv24_stage3_conv50_fwd	Convolution	15520.00	132.67	15387.33	143884288	7948832.00	5955520.00	31.15	10.35	1084.56	true
284	resnetv24_stage3_batchnorm50_fwd	BatchNorm	77.00	6.00	71.00	317440	5205.33	0.00	33.30	60.98	52.91	false
285	resnetv24_stage3_activation50	Activation	15.00	4.00	11.00	100352	384.00	0.00	78.20	261.33	25.09	false
286	resnetv24_stage3_conv51_fwd	Convolution	7069.33	75.00	6994.33	134742016	2116053.33	136949.33	12.23	59.81	1796.56	false
287	resnetv24_stage3__plus16	elemwise_add	73.00	9.00	64.00	200704	869802.67	94837.33	76.40	0.21	22.30	true
288	resnetv24_stage3_batchnorm51_fwd	BatchNorm	39.33	11.00	28.33	1269760	26154.67	851946.67	65.00	1.45	115.43	true
289	resnetv24_stage3_activation51	Activation	23.67	6.00	17.67	401408	352.00	167328.00	88.80	2.39	66.90	true
290	resnetv24_stage3_conv52_fwd	Convolution	7188.33	212.00	6976.33	134348800	96.00	2069.33	12.40	62045.33	633.72	false
291	resnetv24_stage3_batchnorm52_fwd	BatchNorm	75.00	6.00	69.00	317440	5354.67	154304.00	32.90	1.99	52.91	true
292	resnetv24_stage3_activation52	Activation	14.67	4.00	10.67	100352	117.33	10453.33	77.80	9.49	25.09	true
293	resnetv24_stage3_conv53_fwd	Convolution	15496.33	132.33	15364.00	143884288	7964138.67	5969248.00	30.97	10.33	1087.29	true
294	resnetv24_stage3_batchnorm53_fwd	BatchNorm	75.33	6.00	69.33	317440	5365.33	0.00	33.40	59.17	52.91	false
295	resnetv24_stage3_activation53	Activation	15.33	4.00	11.33	100352	384.00	0.00	77.60	261.33	25.09	false
296	resnetv24_stage3_conv54_fwd	Convolution	7077.67	75.33	7002.33	134742016	2116181.33	155242.67	12.23	59.32	1788.62	false
297	resnetv24_stage3__plus17	elemwise_add	74.00	9.00	65.00	200704	870634.67	93205.33	76.60	0.21	22.30	true
298	resnetv24_stage3_batchnorm54_fwd	BatchNorm	37.33	11.00	26.33	1269760	26570.67	854165.33	64.10	1.44	115.43	true
299	resnetv24_stage3_activation54	Activation	21.00	6.00	15.00	401408	384.00	160277.33	87.90	2.50	66.90	true
300	resnetv24_stage3_conv55_fwd	Convolution	7197.67	212.00	6985.67	134348800	0.00	2656.00	12.40	50583.13	633.72	false
301	resnetv24_stage3_batchnorm55_fwd	BatchNorm	75.67	6.00	69.67	317440	4970.67	101546.67	33.30	2.98	52.91	true
302	resnetv24_stage3_activation55	Activation	15.00	4.00	11.00	100352	384.00	5290.67	77.80	17.68	25.09	true
303	resnetv24_stage3_conv56_fwd	Convolution	15542.33	131.33	15411.00	143884288	7967637.33	5965354.67	31.15	10.33	1095.57	true
304	resnetv24_stage3_batchnorm56_fwd	BatchNorm	77.33	6.00	71.33	317440	5344.00	0.00	33.30	59.40	52.91	false
305	resnetv24_stage3_activation56	Activation	15.00	4.00	11.00	100352	384.00	0.00	78.10	261.33	25.09	false
306	resnetv24_stage3_conv57_fwd	Convolution	7067.67	75.67	6992.00	134742016	2116234.67	132149.33	12.23	59.93	1780.72	false
307	resnetv24_stage3__plus18	elemwise_add	77.00	9.00	68.00	200704	869162.67	94698.67	76.30	0.21	22.30	true
308	resnetv24_stage3_batchnorm57_fwd	BatchNorm	37.67	11.00	26.67	1269760	26421.33	853141.33	64.50	1.44	115.43	true
309	resnetv24_stage3_activation57	Activation	22.67	6.00	16.67	401408	352.00	166944.00	88.30	2.40	66.90	true
310	resnetv24_stage3_conv58_fwd	Convolution	7186.67	212.00	6974.67	134348800	149.33	2378.67	12.40	53144.30	633.72	false
311	resnetv24_stage3_batchnorm58_fwd	BatchNorm	76.67	5.00	71.67	317440	4949.33	156277.33	33.50	1.97	63.49	true
312	resnetv24_stage3_activation58	Activation	15.33	4.00	11.33	100352	117.33	11861.33	78.10	8.38	25.09	true
313	resnetv24_stage3_conv59_fwd	Convolution	15468.33	133.33	15335.00	143884288	7982058.67	5966186.67	31.10	10.32	1079.13	true
314	resnetv24_stage3_batchnorm59_fwd	BatchNorm	76.33	6.00	70.33	317440	5024.00	0.00	33.30	63.18	52.91	false
315	resnetv24_stage3_activation59	Activation	15.00	4.00	11.00	100352	384.00	0.00	78.10	261.33	25.09	false
316	resnetv24_stage3_conv60_fwd	Convolution	7072.33	76.00	6996.33	134742016	2116309.33	139722.67	12.23	59.73	1772.92	false
317	resnetv24_stage3__plus19	elemwise_add	73.00	9.00	64.00	200704	868608.00	94485.33	76.50	0.21	22.30	true
318	resnetv24_stage3_batchnorm60_fwd	BatchNorm	37.33	11.00	26.33	1269760	27072.00	854826.67	64.20	1.44	115.43	true
319	resnetv24_stage3_activation60	Activation	22.00	6.00	16.00	401408	384.00	161930.67	87.80	2.47	66.90	true
320	resnetv24_stage3_conv61_fwd	Convolution	7201.33	212.00	6989.33	134348800	106.67	2762.67	12.40	46822.29	633.72	false
321	resnetv24_stage3_batchnorm61_fwd	BatchNorm	75.33	6.00	69.33	317440	4992.00	99498.67	33.30	3.04	52.91	true
322	resnetv24_stage3_activation61	Activation	15.00	4.00	11.00	100352	384.00	6432.00	77.70	14.72	25.09	true
323	resnetv24_stage3_conv62_fwd	Convolution	15507.33	132.33	15375.00	143884288	7932234.67	5951882.67	30.77	10.36	1087.29	true
324	resnetv24_stage3_batchnorm62_fwd	BatchNorm	78.67	6.00	72.67	317440	5184.00	0.00	33.60	61.23	52.91	false
325	resnetv24_stage3_activation62	Activation	14.67	4.00	10.67	100352	384.00	0.00	78.00	261.33	25.09	false
326	resnetv24_stage3_conv63_fwd	Convolution	7066.00	76.33	6989.67	134742016	2116138.67	132490.67	12.23	59.92	1765.19	false
327	resnetv24_stage3__plus20	elemwise_add	77.00	9.00	68.00	200704	868032.00	94688.00	76.90	0.21	22.30	true
328	resnetv24_stage3_batchnorm63_fwd	BatchNorm	37.67	11.00	26.67	1269760	25514.67	852832.00	63.90	1.45	115.43	true
329	resnetv24_stage3_activation63	Activation	22.67	6.00	16.67	401408	352.00	167477.33	88.50	2.39	66.90	true
330	resnetv24_stage3_conv64_fwd	Convolution	7190.00	212.00	6978.00	134348800	0.00	2058.67	12.40	65260.09	633.72	false
331	resnetv24_stage3_batchnorm64_fwd	BatchNorm	68.00	5.00	63.00	317440	5024.00	155093.33	33.10	1.98	63.49	true
332	resnetv24_stage3_activation64	Activation	15.33	4.00	11.33	100352	117.33	10762.67	78.10	9.22	25.09	true
333	resnetv24_stage3_conv65_fwd	Convolution	15460.33	133.00	15327.33	143884288	7962592.00	5955520.00	31.03	10.34	1081.84	true
334	resnetv24_stage3_batchnorm65_fwd	BatchNorm	77.00	5.00	72.00	317440	5258.67	0.00	33.30	60.37	63.49	false
335	resnetv24_stage3_activation65	Activation	15.33	4.00	11.33	100352	384.00	0.00	78.10	261.33	25.09	false
336	resnetv24_stage3_conv66_fwd	Convolution	7071.67	76.00	6995.67	134742016	2116032.00	143178.67	12.23	59.64	1772.92	false
337	resnetv24_stage3__plus21	elemwise_add	73.00	9.00	64.00	200704	870848.00	93386.67	76.50	0.21	22.30	true
338	resnetv24_stage3_batchnorm66_fwd	BatchNorm	37.00	11.00	26.00	1269760	25941.33	854880.00	64.20	1.44	115.43	true
339	resnetv24_stage3_activation66	Activation	21.00	6.00	15.00	401408	352.00	160597.33	87.90	2.49	66.90	true
340	resnetv24_stage3_conv67_fwd	Convolution	7200.33	212.00	6988.33	134348800	96.00	2133.33	12.40	60264.12	633.72	false
341	resnetv24_stage3_batchnorm67_fwd	BatchNorm	73.67	5.00	68.67	317440	4757.33	100426.67	33.20	3.02	63.49	true
342	resnetv24_stage3_activation67	Activation	14.67	4.00	10.67	100352	384.00	5834.67	78.10	16.14	25.09	true
343	resnetv24_stage3_conv68_fwd	Convolution	15543.67	131.67	15412.00	143884288	7948085.33	5950965.33	30.86	10.35	1092.79	true
344	resnetv24_stage3_batchnorm68_fwd	BatchNorm	79.67	5.00	74.67	317440	5130.67	0.00	33.30	61.87	63.49	false
345	resnetv24_stage3_activation68	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
346	resnetv24_stage3_conv69_fwd	Convolution	7067.67	75.67	6992.00	134742016	2116234.67	133792.00	12.23	59.88	1780.72	false
347	resnetv24_stage3__plus22	elemwise_add	74.33	9.00	65.33	200704	871018.67	95306.67	76.80	0.21	22.30	true
348	resnetv24_stage3_batchnorm69_fwd	BatchNorm	38.00	11.00	27.00	1269760	26592.00	852426.67	63.90	1.44	115.43	true
349	resnetv24_stage3_activation69	Activation	22.33	6.00	16.33	401408	320.00	167690.67	88.50	2.39	66.90	true
350	resnetv24_stage3_conv70_fwd	Convolution	7190.33	212.00	6978.33	134348800	96.00	2592.00	12.40	49980.95	633.72	false
351	resnetv24_stage3_batchnorm70_fwd	BatchNorm	74.33	6.00	68.33	317440	5162.67	154986.67	33.60	1.98	52.91	true
352	resnetv24_stage3_activation70	Activation	15.00	4.00	11.00	100352	117.33	10805.33	77.60	9.19	25.09	true
353	resnetv24_stage3_conv71_fwd	Convolution	15446.33	132.67	15313.67	143884288	7972746.67	5961472.00	30.88	10.33	1084.56	true
354	resnetv24_stage3_batchnorm71_fwd	BatchNorm	77.67	6.00	71.67	317440	5173.33	0.00	33.80	61.36	52.91	false
355	resnetv24_stage3_activation71	Activation	15.67	4.00	11.67	100352	384.00	0.00	77.70	261.33	25.09	false
356	resnetv24_stage3_conv72_fwd	Convolution	7077.00	75.67	7001.33	134742016	2116256.00	141898.67	12.23	59.67	1780.72	false
357	resnetv24_stage3__plus23	elemwise_add	74.00	9.00	65.00	200704	866976.00	94538.67	76.80	0.21	22.30	true
358	resnetv24_stage3_batchnorm72_fwd	BatchNorm	37.67	11.33	26.33	1269760	25994.67	854912.00	65.50	1.44	112.04	true
359	resnetv24_stage3_activation72	Activation	21.67	6.00	15.67	401408	384.00	159498.67	87.50	2.51	66.90	true
360	resnetv24_stage3_conv73_fwd	Convolution	7200.00	212.00	6988.00	134348800	0.00	3029.33	12.40	44349.29	633.72	false
361	resnetv24_stage3_batchnorm73_fwd	BatchNorm	76.67	6.00	70.67	317440	4746.67	101866.67	33.70	2.98	52.91	true
362	resnetv24_stage3_activation73	Activation	16.00	4.00	12.00	100352	384.00	6122.67	77.60	15.42	25.09	true
363	resnetv24_stage3_conv74_fwd	Convolution	15519.67	132.00	15387.67	143884288	7980181.33	5958410.67	31.09	10.32	1090.03	true
364	resnetv24_stage3_batchnorm74_fwd	BatchNorm	73.00	6.00	67.00	317440	5269.33	0.00	33.30	60.24	52.91	false
365	resnetv24_stage3_activation74	Activation	14.33	4.00	10.33	100352	384.00	0.00	77.80	261.33	25.09	false
366	resnetv24_stage3_conv75_fwd	Convolution	7065.67	75.67	6990.00	134742016	2116245.33	139808.00	12.23	59.72	1780.72	false
367	resnetv24_stage3__plus24	elemwise_add	74.33	9.00	65.33	200704	868160.00	93610.67	76.70	0.21	22.30	true
368	resnetv24_stage3_batchnorm75_fwd	BatchNorm	38.00	11.00	27.00	1269760	25952.00	853653.33	64.30	1.44	115.43	true
369	resnetv24_stage3_activation75	Activation	23.00	6.00	17.00	401408	352.00	164533.33	88.60	2.43	66.90	true
370	resnetv24_stage3_conv76_fwd	Convolution	7190.00	212.00	6978.00	134348800	0.00	1685.33	12.40	79716.47	633.72	false
371	resnetv24_stage3_batchnorm76_fwd	BatchNorm	73.00	5.00	68.00	317440	4960.00	153877.33	33.10	2.00	63.49	true
372	resnetv24_stage3_activation76	Activation	15.67	4.00	11.67	100352	117.33	11370.67	78.10	8.74	25.09	true
373	resnetv24_stage3_conv77_fwd	Convolution	15450.33	132.33	15318.00	143884288	7958208.00	5960704.00	30.89	10.34	1087.29	true
374	resnetv24_stage3_batchnorm77_fwd	BatchNorm	73.67	5.00	68.67	317440	5130.67	0.00	33.20	61.87	63.49	false
375	resnetv24_stage3_activation77	Activation	14.67	4.00	10.67	100352	384.00	0.00	78.00	261.33	25.09	false
376	resnetv24_stage3_conv78_fwd	Convolution	7074.00	76.00	6998.00	134742016	2116298.67	148832.00	12.23	59.49	1772.92	false
377	resnetv24_stage3__plus25	elemwise_add	75.33	9.00	66.33	200704	866837.33	93386.67	76.30	0.21	22.30	true
378	resnetv24_stage3_batchnorm78_fwd	BatchNorm	37.33	11.00	26.33	1269760	26720.00	852821.33	64.30	1.44	115.43	true
379	resnetv24_stage3_activation78	Activation	22.33	6.00	16.33	401408	384.00	159797.33	88.10	2.51	66.90	true
380	resnetv24_stage3_conv79_fwd	Convolution	7199.33	212.00	6987.33	134348800	149.33	2101.33	12.40	59692.88	633.72	false
381	resnetv24_stage3_batchnorm79_fwd	BatchNorm	73.67	5.33	68.33	317440	5130.67	100554.67	33.40	3.00	59.52	true
382	resnetv24_stage3_activation79	Activation	16.00	4.00	12.00	100352	384.00	4970.67	78.00	18.74	25.09	true
383	resnetv24_stage3_conv80_fwd	Convolution	15538.33	132.33	15406.00	143884288	7979061.33	5964384.00	30.97	10.32	1087.29	true
384	resnetv24_stage3_batchnorm80_fwd	BatchNorm	76.67	5.67	71.00	317440	4981.33	0.00	33.20	63.73	56.02	false
385	resnetv24_stage3_activation80	Activation	15.33	4.00	11.33	100352	384.00	0.00	78.00	261.33	25.09	false
386	resnetv24_stage3_conv81_fwd	Convolution	7067.67	76.00	6991.67	134742016	2116224.00	132085.33	12.23	59.93	1772.92	false
387	resnetv24_stage3__plus26	elemwise_add	74.67	9.00	65.67	200704	869258.67	95594.67	76.40	0.21	22.30	true
388	resnetv24_stage3_batchnorm81_fwd	BatchNorm	37.67	11.00	26.67	1269760	26026.67	853354.67	63.90	1.44	115.43	true
389	resnetv24_stage3_activation81	Activation	22.33	6.00	16.33	401408	320.00	169141.33	88.40	2.37	66.90	true
390	resnetv24_stage3_conv82_fwd	Convolution	7194.00	212.00	6982.00	134348800	53.33	2496.00	12.40	52699.59	633.72	false
391	resnetv24_stage3_batchnorm82_fwd	BatchNorm	74.67	5.33	69.33	317440	5045.33	156746.67	33.00	1.96	59.52	true
392	resnetv24_stage3_activation82	Activation	14.00	4.00	10.00	100352	117.33	11818.67	78.20	8.41	25.09	true
393	resnetv24_stage3_conv83_fwd	Convolution	15479.00	132.67	15346.33	143884288	7951456.00	5963562.67	31.36	10.34	1084.55	true
394	resnetv24_stage3_batchnorm83_fwd	BatchNorm	75.67	5.33	70.33	317440	5216.00	0.00	33.40	60.86	59.52	false
395	resnetv24_stage3_activation83	Activation	14.00	4.00	10.00	100352	384.00	0.00	77.80	261.33	25.09	false
396	resnetv24_stage3_conv84_fwd	Convolution	7077.67	75.67	7002.00	134742016	2116224.00	144672.00	12.23	59.60	1780.72	false
397	resnetv24_stage3__plus27	elemwise_add	75.67	9.00	66.67	200704	873226.67	93333.33	76.50	0.21	22.30	true
398	resnetv24_stage3_batchnorm84_fwd	BatchNorm	38.33	11.00	27.33	1269760	25482.67	854336.00	64.20	1.44	115.43	true
399	resnetv24_stage3_activation84	Activation	22.00	6.00	16.00	401408	384.00	162165.33	88.10	2.47	66.90	true
400	resnetv24_stage3_conv85_fwd	Convolution	7198.33	212.67	6985.67	134348800	0.00	2485.33	12.40	54056.66	631.73	false
401	resnetv24_stage3_batchnorm85_fwd	BatchNorm	75.33	5.00	70.33	317440	4832.00	99754.67	33.20	3.04	63.49	true
402	resnetv24_stage3_activation85	Activation	16.33	4.00	12.33	100352	384.00	5920.00	77.50	15.92	25.09	true
403	resnetv24_stage3_conv86_fwd	Convolution	15523.33	133.00	15390.33	143884288	7968576.00	5963584.00	31.11	10.33	1081.84	true
404	resnetv24_stage3_batchnorm86_fwd	BatchNorm	77.00	6.00	71.00	317440	5002.67	0.00	33.40	63.45	52.91	false
405	resnetv24_stage3_activation86	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
406	resnetv24_stage3_conv87_fwd	Convolution	7067.33	75.33	6992.00	134742016	2116437.33	136618.67	12.23	59.80	1788.62	false
407	resnetv24_stage3__plus28	elemwise_add	75.00	9.00	66.00	200704	869130.67	94101.33	77.10	0.21	22.30	true
408	resnetv24_stage3_batchnorm87_fwd	BatchNorm	39.00	10.67	28.33	1269760	25504.00	850741.33	65.30	1.45	119.04	true
409	resnetv24_stage3_activation87	Activation	23.00	6.00	17.00	401408	352.00	166869.33	88.70	2.40	66.90	true
410	resnetv24_stage3_conv88_fwd	Convolution	7190.67	212.00	6978.67	134348800	0.00	2496.00	12.40	53825.64	633.72	false
411	resnetv24_stage3_batchnorm88_fwd	BatchNorm	76.33	5.00	71.33	317440	5034.67	155018.67	33.30	1.98	63.49	true
412	resnetv24_stage3_activation88	Activation	14.67	4.00	10.67	100352	117.33	11797.33	78.20	8.42	25.09	true
413	resnetv24_stage3_conv89_fwd	Convolution	15514.33	131.33	15383.00	143884288	7965322.67	5960362.67	31.15	10.33	1095.57	true
414	resnetv24_stage3_batchnorm89_fwd	BatchNorm	76.67	5.00	71.67	317440	5226.67	0.00	33.20	60.73	63.49	false
415	resnetv24_stage3_activation89	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.90	261.33	25.09	false
416	resnetv24_stage3_conv90_fwd	Convolution	7075.33	75.67	6999.67	134742016	2116160.00	141685.33	12.23	59.68	1780.72	false
417	resnetv24_stage3__plus29	elemwise_add	73.67	9.00	64.67	200704	871541.33	94314.67	76.80	0.21	22.30	true
418	resnetv24_stage3_batchnorm90_fwd	BatchNorm	37.67	11.00	26.67	1269760	25621.33	855242.67	63.70	1.44	115.43	true
419	resnetv24_stage3_activation90	Activation	22.67	6.00	16.67	401408	384.00	160586.67	87.90	2.49	66.90	true
420	resnetv24_stage3_conv91_fwd	Convolution	7199.33	212.33	6987.00	134348800	0.00	2186.67	12.40	61439.99	632.73	false
421	resnetv24_stage3_batchnorm91_fwd	BatchNorm	77.67	6.00	71.67	317440	5024.00	101952.00	33.80	2.97	52.91	true
422	resnetv24_stage3_activation91	Activation	15.33	4.00	11.33	100352	384.00	5610.67	77.60	16.74	25.09	true
423	resnetv24_stage3_conv92_fwd	Convolution	15543.67	132.67	15411.00	143884288	7973514.67	5960256.00	30.92	10.33	1084.55	true
424	resnetv24_stage3_batchnorm92_fwd	BatchNorm	77.33	6.00	71.33	317440	5482.67	0.00	33.50	57.90	52.91	false
425	resnetv24_stage3_activation92	Activation	15.00	4.00	11.00	100352	384.00	0.00	78.00	261.33	25.09	false
426	resnetv24_stage3_conv93_fwd	Convolution	7070.00	76.00	6994.00	134742016	2116106.67	135477.33	12.23	59.84	1772.92	false
427	resnetv24_stage3__plus30	elemwise_add	75.00	9.00	66.00	200704	869280.00	95306.67	76.90	0.21	22.30	true
428	resnetv24_stage3_batchnorm93_fwd	BatchNorm	37.67	11.00	26.67	1269760	27050.67	852832.00	65.80	1.44	115.43	true
429	resnetv24_stage3_activation93	Activation	23.33	6.00	17.33	401408	352.00	166720.00	88.30	2.40	66.90	true
430	resnetv24_stage3_conv94_fwd	Convolution	7186.33	212.00	6974.33	134348800	0.00	1952.00	12.40	68826.23	633.72	false
431	resnetv24_stage3_batchnorm94_fwd	BatchNorm	75.00	5.67	69.33	317440	5130.67	154410.67	33.10	1.99	56.02	true
432	resnetv24_stage3_activation94	Activation	14.33	4.00	10.33	100352	117.33	10944.00	78.00	9.07	25.09	true
433	resnetv24_stage3_conv95_fwd	Convolution	15472.00	132.00	15340.00	143884288	7993525.33	5966005.33	31.09	10.31	1090.03	true
434	resnetv24_stage3_batchnorm95_fwd	BatchNorm	78.33	6.00	72.33	317440	5162.67	0.00	33.90	61.49	52.91	false
435	resnetv24_stage3_activation95	Activation	14.33	4.00	10.33	100352	384.00	0.00	78.10	261.33	25.09	false
436	resnetv24_stage3_conv96_fwd	Convolution	7078.33	75.67	7002.67	134742016	2116181.33	140576.00	12.23	59.71	1780.72	false
437	resnetv24_stage3__plus31	elemwise_add	73.33	9.00	64.33	200704	867893.33	94485.33	76.70	0.21	22.30	true
438	resnetv24_stage3_batchnorm96_fwd	BatchNorm	37.67	11.00	26.67	1269760	26570.67	853621.33	65.10	1.44	115.43	true
439	resnetv24_stage3_activation96	Activation	22.00	6.00	16.00	401408	384.00	159445.33	87.80	2.51	66.90	true
440	resnetv24_stage3_conv97_fwd	Convolution	7198.67	212.00	6986.67	134348800	0.00	2976.00	12.40	45144.09	633.72	false
441	resnetv24_stage3_batchnorm97_fwd	BatchNorm	75.00	6.00	69.00	317440	4960.00	99402.67	33.80	3.04	52.91	true
442	resnetv24_stage3_activation97	Activation	15.67	4.00	11.67	100352	384.00	6613.33	77.90	14.34	25.09	true
443	resnetv24_stage3_conv98_fwd	Convolution	15517.33	131.67	15385.67	143884288	7978058.67	5963072.00	30.75	10.32	1092.79	true
444	resnetv24_stage3_batchnorm98_fwd	BatchNorm	77.00	5.67	71.33	317440	5109.33	0.00	33.60	62.13	56.02	false
445	resnetv24_stage3_activation98	Activation	14.67	4.00	10.67	100352	384.00	0.00	77.70	261.33	25.09	false
446	resnetv24_stage3_conv99_fwd	Convolution	7072.67	75.67	6997.00	134742016	2116213.33	133536.00	12.23	59.89	1780.72	false
447	resnetv24_stage3__plus32	elemwise_add	73.00	9.00	64.00	200704	870304.00	94613.33	76.80	0.21	22.30	true
448	resnetv24_stage3_batchnorm99_fwd	BatchNorm	37.67	11.00	26.67	1269760	27168.00	851349.33	65.50	1.45	115.43	true
449	resnetv24_stage3_activation99	Activation	22.33	6.00	16.33	401408	352.00	167658.67	88.80	2.39	66.90	true
450	resnetv24_stage3_conv100_fwd	Convolution	7187.33	212.00	6975.33	134348800	0.00	2378.67	12.40	56480.73	633.72	false
451	resnetv24_stage3_batchnorm100_fwd	BatchNorm	75.67	5.67	70.00	317440	5152.00	155978.67	33.40	1.97	56.02	true
452	resnetv24_stage3_activation100	Activation	15.00	4.00	11.00	100352	117.33	11434.67	78.20	8.69	25.09	true
453	resnetv24_stage3_conv101_fwd	Convolution	15471.67	132.33	15339.33	143884288	7950986.67	5950048.00	30.97	10.35	1087.28	true
454	resnetv24_stage3_batchnorm101_fwd	BatchNorm	77.33	6.00	71.33	317440	5461.33	0.00	33.60	58.13	52.91	false
455	resnetv24_stage3_activation101	Activation	14.33	4.00	10.33	100352	384.00	0.00	77.90	261.33	25.09	false
456	resnetv24_stage3_conv102_fwd	Convolution	7078.00	76.00	7002.00	134742016	2116149.33	147082.67	12.23	59.54	1772.92	false
457	resnetv24_stage3__plus33	elemwise_add	73.00	9.00	64.00	200704	869077.33	93088.00	76.50	0.21	22.30	true
458	resnetv24_stage3_batchnorm102_fwd	BatchNorm	37.33	11.00	26.33	1269760	26037.33	853973.33	64.50	1.44	115.43	true
459	resnetv24_stage3_activation102	Activation	22.33	6.00	16.33	401408	384.00	161440.00	88.00	2.48	66.90	true
460	resnetv24_stage3_conv103_fwd	Convolution	7200.00	212.00	6988.00	134348800	53.33	2890.67	12.40	45634.80	633.72	false
461	resnetv24_stage3_batchnorm103_fwd	BatchNorm	75.00	5.00	70.00	317440	4949.33	99509.33	33.20	3.04	63.49	true
462	resnetv24_stage3_activation103	Activation	15.67	4.00	11.67	100352	384.00	5973.33	78.10	15.79	25.09	true
463	resnetv24_stage3_conv104_fwd	Convolution	15532.67	133.33	15399.33	143884288	7979765.33	5960309.33	31.22	10.32	1079.13	true
464	resnetv24_stage3_batchnorm104_fwd	BatchNorm	80.00	5.33	74.67	317440	5034.67	0.00	33.30	63.05	59.52	false
465	resnetv24_stage3_activation104	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.80	261.33	25.09	false
466	resnetv24_stage3_conv105_fwd	Convolution	7070.67	75.67	6995.00	134742016	2116309.33	132469.33	12.23	59.92	1780.72	false
467	resnetv24_stage3__plus34	elemwise_add	74.33	9.00	65.33	200704	868565.33	95968.00	76.90	0.21	22.30	true
468	resnetv24_stage3_batchnorm105_fwd	BatchNorm	38.00	11.00	27.00	1269760	25088.00	850986.67	64.30	1.45	115.43	true
469	resnetv24_stage3_activation105	Activation	22.67	6.00	16.67	401408	384.00	163733.33	88.40	2.45	66.90	true
470	resnetv24_stage3_conv106_fwd	Convolution	7186.67	212.00	6974.67	134348800	0.00	2165.33	12.40	62045.30	633.72	false
471	resnetv24_stage3_batchnorm106_fwd	BatchNorm	74.67	5.00	69.67	317440	5173.33	155360.00	33.50	1.98	63.49	true
472	resnetv24_stage3_activation106	Activation	15.00	4.00	11.00	100352	2325.33	11413.33	78.00	7.30	25.09	true
473	resnetv24_stage3_conv107_fwd	Convolution	15506.00	133.67	15372.33	143884288	7974154.67	5967552.00	30.97	10.32	1076.45	true
474	resnetv24_stage3_batchnorm107_fwd	BatchNorm	75.00	6.00	69.00	317440	5589.33	0.00	33.60	56.79	52.91	false
475	resnetv24_stage3_activation107	Activation	15.00	4.00	11.00	100352	384.00	0.00	77.80	261.33	25.09	false
476	resnetv24_stage3_conv108_fwd	Convolution	7076.67	74.67	7002.00	134742016	2116160.00	146549.33	12.23	59.55	1804.57	false
477	resnetv24_stage3__plus35	elemwise_add	72.00	9.00	63.00	200704	867616.00	94442.67	76.80	0.21	22.30	true
478	resnetv24_stage4_batchnorm0_fwd	BatchNorm	36.33	11.00	25.33	1269760	26357.33	855146.67	65.70	1.44	115.43	true
479	resnetv24_stage4_activation0	Activation	22.33	6.00	16.33	401408	384.00	160373.33	88.00	2.50	66.90	true
480	resnetv24_stage4_conv0_fwd	Convolution	13237.33	214.33	13023.00	268697600	288.00	2752.00	12.40	88387.37	1253.65	false
481	resnetv24_stage4_batchnorm1_fwd	BatchNorm	78.00	7.00	71.00	634880	13386.67	104437.33	62.20	5.39	90.70	true
482	resnetv24_stage4_activation1	Activation	17.67	4.33	13.33	200704	384.00	1365.33	84.00	114.73	46.32	false
483	resnetv24_stage4_conv1_fwd	Convolution	18982.33	587.33	18395.00	302014976	5125077.33	2119509.33	4.73	41.69	514.21	false
484	resnetv24_stage4_batchnorm2_fwd	BatchNorm	80.33	5.00	75.33	175616	11530.67	0.00	55.30	15.23	35.12	true
485	resnetv24_stage4_activation2	Activation	14.67	3.67	11.00	50176	384.00	0.00	81.10	130.67	13.68	false
486	resnetv24_stage4_conv2_fwd	Convolution	8554.00	130.00	8424.00	268959744	1952.00	0.00	12.31	137786.75	2068.92	false
487	resnetv24_stage4_conv3_fwd	Convolution	15294.67	242.00	15052.67	537395200	298.67	277.33	12.40	932977.78	2220.64	false
488	resnetv24_stage4__plus0	elemwise_add	78.67	6.00	72.67	100352	440288.00	0.00	77.50	0.23	16.73	true
489	resnetv24_stage4_batchnorm3_fwd	BatchNorm	37.67	10.00	27.67	702464	46485.33	332202.67	64.90	1.85	70.25	true
490	resnetv24_stage4_activation3	Activation	18.00	4.33	13.67	200704	288.00	12373.33	83.90	15.85	46.32	true
491	resnetv24_stage4_conv4_fwd	Convolution	8508.67	412.00	8096.67	268566528	2354026.67	856480.00	12.34	83.65	651.86	false
492	resnetv24_stage4_batchnorm4_fwd	BatchNorm	77.67	5.33	72.33	175616	11861.33	0.00	57.80	14.81	32.93	true
493	resnetv24_stage4_activation4	Activation	15.00	3.00	12.00	50176	384.00	0.00	81.40	130.67	16.73	false
494	resnetv24_stage4_conv5_fwd	Convolution	18903.33	356.33	18547.00	294748160	0.00	1482.67	40.45	198795.93	827.17	false
495	resnetv24_stage4_batchnorm5_fwd	BatchNorm	77.00	5.00	72.00	175616	11264.00	0.00	55.00	15.59	35.12	true
496	resnetv24_stage4_activation5	Activation	14.67	3.00	11.67	50176	384.00	0.00	80.30	130.67	16.73	false
497	resnetv24_stage4_conv6_fwd	Convolution	8595.67	134.67	8461.00	268959744	2080.00	0.00	12.32	129307.57	1997.22	false
498	resnetv24_stage4__plus1	elemwise_add	71.67	6.00	65.67	100352	439680.00	0.00	77.70	0.23	16.73	true
499	resnetv24_stage4_batchnorm6_fwd	BatchNorm	38.00	10.00	28.00	702464	50720.00	490.67	63.80	13.72	70.25	true
500	resnetv24_stage4_activation6	Activation	17.00	4.33	12.67	200704	288.00	896.00	83.50	169.51	46.32	false
501	resnetv24_stage4_conv7_fwd	Convolution	8525.00	409.33	8115.67	268566528	2393920.00	874090.67	12.34	82.18	656.11	false
502	resnetv24_stage4_batchnorm7_fwd	BatchNorm	76.33	5.33	71.00	175616	11850.67	0.00	57.70	14.82	32.93	true
503	resnetv24_stage4_activation7	Activation	14.33	3.00	11.33	50176	384.00	0.00	81.40	130.67	16.73	false
504	resnetv24_stage4_conv8_fwd	Convolution	18939.67	352.33	18587.33	294748160	0.00	1525.33	40.13	193235.29	836.56	false
505	resnetv24_stage4_batchnorm8_fwd	BatchNorm	79.00	5.00	74.00	175616	11445.33	0.00	55.80	15.34	35.12	true
506	resnetv24_stage4_activation8	Activation	14.00	3.00	11.00	50176	384.00	0.00	79.70	130.67	16.73	false
507	resnetv24_stage4_conv9_fwd	Convolution	8552.00	134.67	8417.33	268959744	2090.67	0.00	12.32	128647.82	1997.22	false
508	resnetv24_stage4__plus2	elemwise_add	72.33	6.33	66.00	100352	436650.67	0.00	77.30	0.23	15.85	true
509	resnetv24_batchnorm2_fwd	BatchNorm	36.67	10.00	26.67	702464	48320.00	0.00	60.80	14.54	70.25	true
510	resnetv24_relu1_fwd	Activation	17.67	4.33	13.33	200704	288.00	0.00	83.80	696.89	46.32	false
511	resnetv24_pool1_fwd	Pooling	281.33	17.00	264.33	144688	12181.33	7669.33	12.00	7.29	8.51	true
512	resnetv24_flatten0_flatten0	Flatten	4.00	0.00	4.00	0	0.00	0.00	0.00	0.00	0.00	true
513	resnetv24_dense0_fwd	FullyConnected	2696.00	72.67	2623.33	4496000	9711509.33	938762.67	37.90	0.42	61.87	true

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