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project-vajra
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nccl-all-reduce-small-better-h200-nvl

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train · 171 rows

Unnamed: 0 int64 0 170	time_stats.nccl:all_reduce.min float64 0.01 0.16	time_stats.nccl:all_reduce.max float64 0.01 9.94	time_stats.nccl:all_reduce.mean float64 0.01 1.02	time_stats.nccl:all_reduce.median float64 0.01 0.17	time_stats.nccl:all_reduce.std float64 0 2.82	rank int64 0 0	num_workers int64 4 4	size int64 2 2.1M	collective stringclasses 1 value	devices_per_node int64 4 4	max_devices_per_node int64 4 4
0	0.00733	0.05757	0.016648	0.007618	0.019254	0	4	2	all_reduce	4	4
1	0.040642	0.13085	0.061579	0.047906	0.026095	0	4	4	all_reduce	4	4
2	0.01437	0.179106	0.077814	0.057122	0.050449	0	4	8	all_reduce	4	4
3	0.081091	0.40698	0.127272	0.086339	0.094321	0	4	16	all_reduce	4	4
4	0.033154	0.294307	0.065919	0.036162	0.074149	0	4	32	all_reduce	4	4
5	0.03245	0.208289	0.056767	0.03469	0.050944	0	4	64	all_reduce	4	4
6	0.013794	0.014178	0.013983	0.013954	0.000114	0	4	128	all_reduce	4	4
7	0.077122	1.497993	0.22089	0.084707	0.404491	0	4	256	all_reduce	4	4
8	0.031394	0.42023	0.074804	0.034626	0.110443	0	4	512	all_reduce	4	4
9	0.032418	0.166469	0.051919	0.035459	0.039313	0	4	1,024	all_reduce	4	4
10	0.032195	0.177027	0.054842	0.034883	0.043314	0	4	2,048	all_reduce	4	4
11	0.032098	0.288071	0.062685	0.033986	0.073095	0	4	10,240	all_reduce	4	4
12	0.031746	0.111203	0.047063	0.035586	0.0244	0	4	18,432	all_reduce	4	4
13	0.023938	0.099042	0.031013	0.024162	0.021513	0	4	26,624	all_reduce	4	4
14	0.023106	0.023746	0.023391	0.023393	0.000172	0	4	34,816	all_reduce	4	4
15	0.023971	0.024546	0.024305	0.024354	0.00019	0	4	43,008	all_reduce	4	4
16	0.024354	0.025154	0.024834	0.024898	0.000241	0	4	51,200	all_reduce	4	4
17	0.031139	0.326851	0.065503	0.033762	0.083745	0	4	59,392	all_reduce	4	4
18	0.031074	0.032258	0.031671	0.03165	0.000333	0	4	67,584	all_reduce	4	4
19	0.032098	0.032866	0.032607	0.032674	0.000251	0	4	75,776	all_reduce	4	4
20	0.033122	0.247588	0.062961	0.03869	0.060243	0	4	83,968	all_reduce	4	4
21	0.033123	0.267595	0.063652	0.036835	0.067224	0	4	92,160	all_reduce	4	4
22	0.039488	0.04032	0.039962	0.039936	0.000255	0	4	100,352	all_reduce	4	4
23	0.040546	0.257796	0.064948	0.041122	0.062443	0	4	108,544	all_reduce	4	4
24	0.041187	0.041827	0.041428	0.041443	0.0002	0	4	116,736	all_reduce	4	4
25	0.04125	0.06781	0.045503	0.041858	0.007733	0	4	124,928	all_reduce	4	4
26	0.061283	0.774441	0.141644	0.068195	0.202324	0	4	133,120	all_reduce	4	4
27	0.048355	0.280518	0.0739	0.049059	0.066243	0	4	141,312	all_reduce	4	4
28	0.049219	4.125364	0.428708	0.049635	1.169299	0	4	149,504	all_reduce	4	4
29	0.049538	0.050339	0.049888	0.049859	0.000313	0	4	157,696	all_reduce	4	4
30	0.055713	0.05661	0.056261	0.056354	0.000302	0	4	165,888	all_reduce	4	4
31	0.057026	0.057763	0.057404	0.057443	0.000243	0	4	174,080	all_reduce	4	4
32	0.05741	0.058306	0.057803	0.057826	0.00026	0	4	182,272	all_reduce	4	4
33	0.057538	0.058723	0.05801	0.057954	0.000297	0	4	190,464	all_reduce	4	4
34	0.064	0.064736	0.064344	0.064289	0.000227	0	4	198,656	all_reduce	4	4
35	0.065057	0.227425	0.083152	0.065474	0.046642	0	4	206,848	all_reduce	4	4
36	0.065666	0.228321	0.08294	0.066082	0.046481	0	4	215,040	all_reduce	4	4
37	0.065442	0.258499	0.086507	0.065922	0.055239	0	4	223,232	all_reduce	4	4
38	0.079331	1.088844	0.192053	0.087171	0.286659	0	4	231,424	all_reduce	4	4
39	0.07309	0.073474	0.073305	0.073346	0.000137	0	4	239,616	all_reduce	4	4
40	0.073731	0.074627	0.074112	0.073987	0.0003	0	4	247,808	all_reduce	4	4
41	0.073923	0.074785	0.074268	0.07421	0.000258	0	4	256,000	all_reduce	4	4
42	0.085123	0.087554	0.086268	0.08621	0.000627	0	4	264,192	all_reduce	4	4
43	0.08509	0.08829	0.087039	0.086946	0.000953	0	4	272,384	all_reduce	4	4
44	0.086083	0.088354	0.087519	0.087618	0.000562	0	4	280,576	all_reduce	4	4
45	0.086241	0.418368	0.117596	0.087618	0.095114	0	4	288,768	all_reduce	4	4
46	0.093603	0.278373	0.111369	0.094211	0.052821	0	4	296,960	all_reduce	4	4
47	0.07325	3.053162	0.347907	0.074082	0.855527	0	4	305,152	all_reduce	4	4
48	0.073218	0.16253	0.083283	0.075617	0.025081	0	4	313,344	all_reduce	4	4
49	0.073858	2.666253	0.31251	0.075906	0.744339	0	4	321,536	all_reduce	4	4
50	0.071618	0.137699	0.078819	0.072739	0.018641	0	4	329,728	all_reduce	4	4
51	0.073378	0.219554	0.089535	0.075586	0.041284	0	4	337,920	all_reduce	4	4
52	0.074658	0.590911	0.124551	0.077121	0.147515	0	4	346,112	all_reduce	4	4
53	0.073763	0.07693	0.075252	0.075425	0.001009	0	4	354,304	all_reduce	4	4
54	0.073954	0.098274	0.079714	0.078594	0.006242	0	4	362,496	all_reduce	4	4
55	0.07485	0.258243	0.093632	0.077282	0.052085	0	4	370,688	all_reduce	4	4
56	0.074657	0.210145	0.090076	0.077506	0.038106	0	4	378,880	all_reduce	4	4
57	0.075074	0.469316	0.11364	0.076835	0.112534	0	4	387,072	all_reduce	4	4
58	0.076834	2.838392	0.335949	0.078563	0.791598	0	4	395,264	all_reduce	4	4
59	0.077314	0.248805	0.094903	0.080099	0.048683	0	4	403,456	all_reduce	4	4
60	0.076258	1.742713	0.231	0.07805	0.478087	0	4	411,648	all_reduce	4	4
61	0.07485	0.08109	0.077332	0.077186	0.001645	0	4	419,840	all_reduce	4	4
62	0.077025	0.675078	0.135738	0.079394	0.17067	0	4	428,032	all_reduce	4	4
63	0.079459	0.152195	0.089644	0.080323	0.020823	0	4	436,224	all_reduce	4	4
64	0.076802	0.239137	0.095696	0.081058	0.045559	0	4	444,416	all_reduce	4	4
65	0.082337	1.053536	0.186765	0.091937	0.275162	0	4	452,608	all_reduce	4	4
66	0.07584	0.083584	0.079205	0.079135	0.002284	0	4	460,800	all_reduce	4	4
67	0.076578	0.08285	0.080055	0.07981	0.002044	0	4	468,992	all_reduce	4	4
68	0.079075	0.339523	0.104415	0.080578	0.074372	0	4	477,184	all_reduce	4	4
69	0.078275	0.216003	0.093047	0.081123	0.038911	0	4	485,376	all_reduce	4	4
70	0.078306	0.084417	0.080543	0.079873	0.001884	0	4	493,568	all_reduce	4	4
71	0.078979	0.083619	0.080802	0.081058	0.001404	0	4	501,760	all_reduce	4	4
72	0.07853	0.085313	0.080828	0.080321	0.001815	0	4	509,952	all_reduce	4	4
73	0.079234	0.083042	0.080755	0.08061	0.000973	0	4	518,144	all_reduce	4	4
74	0.079011	0.084164	0.081284	0.081027	0.001732	0	4	526,336	all_reduce	4	4
75	0.0801	0.205829	0.097723	0.084035	0.036053	0	4	534,528	all_reduce	4	4
76	0.079299	0.144995	0.088352	0.082851	0.018022	0	4	542,720	all_reduce	4	4
77	0.079522	0.08701	0.082478	0.082402	0.001986	0	4	550,912	all_reduce	4	4
78	0.079618	0.088033	0.083781	0.084162	0.002261	0	4	559,104	all_reduce	4	4
79	0.080258	0.085442	0.082751	0.082562	0.001419	0	4	567,296	all_reduce	4	4
80	0.079683	0.085762	0.083034	0.08221	0.001885	0	4	575,488	all_reduce	4	4
81	0.081892	0.085732	0.08405	0.085092	0.001525	0	4	583,680	all_reduce	4	4
82	0.081442	0.087458	0.084735	0.085922	0.002111	0	4	591,872	all_reduce	4	4
83	0.081986	0.087617	0.084909	0.085345	0.001768	0	4	600,064	all_reduce	4	4
84	0.081121	0.086625	0.084353	0.084802	0.002026	0	4	608,256	all_reduce	4	4
85	0.080642	0.087586	0.084537	0.085346	0.001982	0	4	616,448	all_reduce	4	4
86	0.083361	0.088545	0.085531	0.085697	0.001706	0	4	624,640	all_reduce	4	4
87	0.083586	0.08813	0.085573	0.085986	0.001557	0	4	632,832	all_reduce	4	4
88	0.081699	0.088099	0.084803	0.085507	0.001973	0	4	641,024	all_reduce	4	4
89	0.083523	3.496226	0.399142	0.08621	0.979427	0	4	649,216	all_reduce	4	4
90	0.085282	0.2729	0.104293	0.086882	0.053346	0	4	657,408	all_reduce	4	4
91	0.084355	0.087682	0.08596	0.085826	0.000986	0	4	665,600	all_reduce	4	4
92	0.084035	0.088259	0.086493	0.087203	0.001416	0	4	673,792	all_reduce	4	4
93	0.086178	1.4161	0.209021	0.087074	0.381725	0	4	681,984	all_reduce	4	4
94	0.083907	0.089282	0.086272	0.085731	0.001546	0	4	690,176	all_reduce	4	4
95	0.085155	1.169394	0.186192	0.08714	0.310928	0	4	698,368	all_reduce	4	4
96	0.082435	0.089602	0.086717	0.086563	0.001948	0	4	706,560	all_reduce	4	4
97	0.091586	0.098179	0.095234	0.095426	0.001583	0	4	714,752	all_reduce	4	4
98	0.092835	0.098147	0.095241	0.095619	0.001555	0	4	722,944	all_reduce	4	4
99	0.086371	0.090307	0.088096	0.087907	0.001222	0	4	731,136	all_reduce	4	4

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