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nanogpt-ve-v1

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train · 14 rows

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_step int64 0 13k	ve_1/stable_rank float64 96.2 609	ve_1/half_energy_rank float64 151 344	ve_1/ninety_energy_rank float64 543 674	ve_1/spectral_gap float64 1 1.76	ve_1/condition_number float64 1.63 42.8	ve_0/stable_rank float64 72.3 611	ve_0/half_energy_rank float64 136 344	ve_0/ninety_energy_rank float64 530 674	ve_0/spectral_gap float64 1 1.24	ve_0/condition_number float64 1.63 52.9	ve_2/stable_rank float64 83.2 610	ve_2/half_energy_rank float64 203 344	ve_2/ninety_energy_rank float64 580 674	ve_2/spectral_gap float64 1 3.49	ve_2/condition_number float64 1.63 22.1	ve_3/stable_rank float64 60.4 609	ve_3/half_energy_rank float64 209 344	ve_3/ninety_energy_rank float64 597 674	ve_3/spectral_gap float64 1 5.63	ve_3/condition_number float64 1.64 20.2	ve_4/stable_rank float64 173 610	ve_4/half_energy_rank float64 226 344	ve_4/ninety_energy_rank float64 568 674	ve_4/spectral_gap float64 1 1.92	ve_4/condition_number float64 1.64 17.6	timing/stable_rank float64 371 374	ve_2/alpha float64 2.62 16.8	ve_2/bulk_ratio float64 1 5.46	ve_2/lambda_max float64 0 1.15k	ve_2/lambda_median float64 0 363	ve_0/alpha float64 1.68 16.9	ve_0/bulk_ratio float64 1 13.5	ve_0/lambda_max float64 0 2.13k	ve_0/lambda_median float64 0 292	ve_4/alpha float64 3.69 16.8	ve_4/bulk_ratio float64 1 3.73	ve_4/lambda_max float64 0 674	ve_4/lambda_median float64 0 345	ve_3/alpha float64 2.43 16.8	ve_3/bulk_ratio float64 1 5.32	ve_3/lambda_max float64 0 910	ve_3/lambda_median float64 0 361	ve_1/alpha float64 1.82 16.8	ve_1/bulk_ratio float64 1 9.42	ve_1/lambda_max float64 0 1.39k	ve_1/lambda_median float64 0 308	timing/esd float64 426 432	ve_1/mean_cosine float64 -0 0	ve_1/std_cosine float64 0.04 0.05	ve_1/isotropy_score float64 1 1.4	ve_1/cone_angle_deg float64 89.8 90	ve_1/dead_token_frac float64 0 0	ve_0/mean_cosine float64 0 0	ve_0/std_cosine float64 0.04 0.05	ve_0/isotropy_score float64 1 1.48	ve_0/cone_angle_deg float64 89.9 90	ve_0/dead_token_frac float64 0 0	ve_2/mean_cosine float64 -0 0.01	ve_2/std_cosine float64 0.04 0.04	ve_2/isotropy_score float64 1 1.19	ve_2/cone_angle_deg float64 89.5 90	ve_2/dead_token_frac float64 0 0	ve_3/mean_cosine float64 0 0.01	ve_3/std_cosine float64 0.04 0.04	ve_3/isotropy_score float64 1 1.21	ve_3/cone_angle_deg float64 89.2 90	ve_3/dead_token_frac float64 0 0	ve_4/mean_cosine float64 0 0	ve_4/std_cosine float64 0.04 0.04	ve_4/isotropy_score float64 1 1.14	ve_4/cone_angle_deg float64 89.8 90	ve_4/dead_token_frac float64 0 0	timing/cosine_cone float64 283 293	cka/ve_0_vs_ve_1 float64 0.11 0.13	cka/ve_0_vs_ve_2 float64 0.09 0.13	cka/ve_0_vs_ve_3 float64 0.1 0.13	cka/ve_0_vs_ve_4 float64 0.09 0.13	cka/ve_1_vs_ve_2 float64 0.09 0.13	cka/ve_1_vs_ve_3 float64 0.11 0.13	cka/ve_1_vs_ve_4 float64 0.1 0.13	cka/ve_2_vs_ve_3 float64 0.13 0.16	cka/ve_2_vs_ve_4 float64 0.13 0.13	cka/ve_3_vs_ve_4 float64 0.12 0.13	cka/mean_offdiag float64 0.11 0.13	timing/cka float64 1.89k 1.92k	timing/save_ms float64 1.36k 1.41k	timing/total_ms float64 4.88k 4.97k
0	609.269653	344	674	1.00324	1.6347	610.603882	344	674	1.001703	1.632934	610.458557	344	674	1.001677	1.634802	608.820557	344	674	1.001783	1.641821	609.751892	344	674	1.003454	1.63795	373.918159	16.754749	1.001717	0.000124	0.000098	16.85266	1.000778	0.000124	0.000098	16.756873	1.002602	0.000124	0.000098	16.786843	1.004174	0.000124	0.000098	16.780257	1.003756	0.000124	0.000098	431.705133	-0.000245	0.036107	1.000626	89.985943	0	0.000178	0.036023	0.998299	89.989806	0	-0.000083	0.036261	1.004886	89.995248	0	0.000016	0.036076	0.999781	89.99907	0	0.000253	0.036188	1.002871	89.985503	0	293.251739	0.132455	0.133265	0.133299	0.132804	0.132997	0.132989	0.133012	0.133405	0.133081	0.132574	0.132988	1,902.715297	1,364.228521	4,907.591964
1,000	96.200592	151	543	1.060101	42.816887	72.305061	136	530	1.172209	52.930611	140.176788	203	580	1.253058	22.061869	143.016724	209	597	1.070349	17.551416	173.426422	226	568	1.211136	17.57173	371.792167	2.618959	5.457344	640.048706	92.904945	1.676319	13.464339	1,065.141479	62.66563	3.692465	3.726115	494.956451	105.224754	2.431064	5.318095	620.992371	92.499054	1.816539	9.416282	856.038757	72.014694	427.081542	0.001755	0.050469	1.398641	89.899458	0	0.001456	0.053474	1.481902	89.916605	0	0.001274	0.042798	1.186066	89.927021	0	0.001869	0.043503	1.205596	89.892905	0	0.001222	0.041115	1.139419	89.930013	0	286.66325	0.111458	0.085865	0.095981	0.09421	0.093263	0.107711	0.098831	0.156073	0.133479	0.124076	0.110095	1,904.049391	1,379.860184	4,903.021159
2,000	111.507393	169	560	1.112532	33.061592	84.313568	145	534	1.203874	46.031246	172.230728	222	594	1.237437	14.269846	187.56398	238	619	1.069305	10.380262	278.779938	251	586	1.047088	11.008477	373.374416	3.102321	4.181665	863.995056	163.670029	1.777893	11.062874	1,599.869507	114.557556	4.946242	2.193171	495.675507	179.032562	3.018687	3.826886	781.09137	161.682663	2.024168	6.88974	1,139.428101	131.006012	428.605824	0.002371	0.047103	1.305359	89.864156	0	0.00169	0.050825	1.408505	89.903161	0	0.001871	0.041265	1.143556	89.892817	0	0.002281	0.040541	1.123499	89.869317	0	0.001128	0.039319	1.089638	89.935355	0	283.875389	0.113519	0.08883	0.097117	0.097476	0.098457	0.108134	0.103556	0.15192	0.132793	0.126245	0.111805	1,909.125971	1,372.392822	4,904.093362
3,000	117.385849	181	570	1.219611	29.179226	91.299652	154	541	1.217758	42.304585	193.175507	234	603	1.084045	11.870443	171.397858	254	630	1.276601	10.185228	317.960541	262	597	1.03052	9.647203	371.732659	3.475923	3.361754	906.692444	213.649185	1.877147	9.791963	1,897.174072	153.477448	5.562702	1.887197	541.484497	227.287689	3.517813	3.202924	848.642639	209.886932	2.174808	5.87883	1,277.481567	172.135681	426.78474	0.002622	0.045612	1.264042	89.849742	0	0.00191	0.049543	1.372974	89.890549	0	0.002447	0.040452	1.12105	89.859788	0	0.003425	0.039288	1.088783	89.803733	0	0.001335	0.038935	1.079003	89.92351	0	283.252731	0.115982	0.09224	0.099717	0.099918	0.102636	0.110553	0.107204	0.148861	0.132871	0.127776	0.113776	1,891.602607	1,373.365311	4,883.132215
4,000	120.5252	190	579	1.31486	26.106205	96.330025	162	547	1.244193	37.898533	165.575806	242	609	1.475184	13.302938	141.210709	264	637	1.758376	11.544443	334.890869	268	604	1.031706	9.166582	370.867198	3.786469	2.817086	887.834656	249.654388	1.971733	8.956887	2,059.700928	182.160492	5.94249	1.76718	578.001892	259.093018	3.956299	2.776534	855.23114	243.99881	2.303728	5.273053	1,340.95459	201.446198	427.226585	0.002823	0.044328	1.228452	89.838244	0	0.002045	0.04836	1.340196	89.882856	0	0.003661	0.039619	1.097949	89.790264	0	0.004829	0.038675	1.071783	89.723325	0	0.001109	0.038365	1.06321	89.936468	0	282.900142	0.117842	0.095446	0.101624	0.10236	0.105958	0.112681	0.10927	0.146493	0.132486	0.1279	0.115206	1,898.523454	1,377.282617	4,891.034985
5,000	126.229729	199	587	1.369933	22.475283	104.192375	171	555	1.240372	33.836193	148.811859	249	616	1.913679	13.796597	123.672165	274	642	2.275273	12.216455	336.423523	273	609	1.079899	8.885369	371.683554	4.111163	2.379517	856.237732	285.044556	2.085825	7.960306	2,128.823242	211.844391	6.227048	1.687707	620.970764	291.461609	4.436475	2.411915	847.924561	278.485352	2.447033	4.740127	1,386.872437	231.768127	425.776918	0.002998	0.043472	1.204728	89.828253	0	0.002306	0.047102	1.305335	89.867848	0	0.004235	0.039198	1.086298	89.757366	0	0.005898	0.038234	1.05958	89.66205	0	0.001328	0.038113	1.056225	89.923915	0	289.103428	0.119057	0.099204	0.104213	0.104925	0.10888	0.114145	0.111688	0.144047	0.131212	0.128223	0.116559	1,896.214473	1,368.349164	4,879.664303
6,000	145.819336	211	597	1.351237	17.656483	115.13678	182	563	1.218379	30.518837	161.10936	258	623	2.036681	11.696825	129.065613	284	648	2.68106	10.900727	370.940674	279	615	1.025519	8.099607	372.835061	4.537889	2.063111	805.889343	309.428192	2.242509	6.940663	2,073.721191	236.677277	6.610862	1.602964	638.42688	315.496582	5.129894	1.923157	736.778259	303.47934	2.661605	4.081071	1,319.490112	256.117432	429.130723	0.002645	0.042383	1.174549	89.848462	0	0.002157	0.045448	1.2595	89.876411	0	0.003641	0.038689	1.072179	89.791409	0	0.005643	0.037609	1.042253	89.676661	0	0.001256	0.038046	1.05437	89.928063	0	285.829987	0.120029	0.102789	0.106787	0.107337	0.112059	0.116541	0.114153	0.142009	0.130709	0.12852	0.118093	1,894.407215	1,372.221874	4,883.185457
7,000	156.804703	220	603	1.370616	15.053267	124.869965	190	571	1.192118	26.235044	159.332199	264	627	2.167332	11.17691	124.233109	290	651	3.133067	11.016031	377.55835	282	620	1.038583	7.725473	371.202556	4.856797	1.967994	797.588074	321.042206	2.365744	6.246975	1,962.422119	248.84549	6.849661	1.556564	635.382202	323.351837	5.616611	1.693912	672.540344	314.510132	2.846686	3.627111	1,224.054565	267.32959	427.466338	0.002484	0.041535	1.151065	89.857667	0	0.001867	0.044564	1.234982	89.893048	0	0.004022	0.038449	1.06554	89.769577	0	0.005892	0.037294	1.033514	89.662422	0	0.001167	0.037787	1.047179	89.933148	0	289.056954	0.120866	0.10555	0.109341	0.109941	0.114804	0.117947	0.116411	0.1402	0.130314	0.128387	0.119376	1,913.82597	1,382.946375	4,919.133831
8,000	163.089157	226	609	1.413719	13.54628	130.206863	197	577	1.182205	23.46542	147.793655	268	630	2.394178	11.661667	113.116768	295	653	3.558977	11.678464	369.520721	284	622	1.078882	7.746918	372.860561	5.082703	1.969766	818.558411	329.186646	2.475357	5.878921	1,911.95166	257.624084	7.024715	1.533781	633.721436	327.29718	5.974902	1.651699	673.335938	322.929749	3.003192	3.311694	1,154.608643	276.179657	431.728814	0.002417	0.041038	1.137273	89.861503	0	0.002001	0.04404	1.220481	89.885359	0	0.004853	0.038103	1.055931	89.721933	0	0.00663	0.037274	1.032972	89.620135	0	0.001411	0.037684	1.044338	89.919131	0	288.778893	0.121455	0.107641	0.110795	0.111395	0.116473	0.11955	0.117503	0.139482	0.130839	0.128446	0.120358	1,918.780194	1,413.115334	4,968.224354
9,000	163.542587	232	613	1.479654	12.828812	135.536636	203	582	1.176687	21.374662	132.126617	271	633	2.592674	12.57887	100.39579	298	654	3.932305	12.86237	346.478973	286	625	1.158644	7.986185	372.667964	5.253054	2.027505	860.361328	336.144501	2.572996	5.520668	1,847.309937	265.066772	7.132628	1.523544	635.119751	330.223328	6.269012	1.695958	706.809753	330.137207	3.139222	3.115382	1,111.613037	282.650269	430.418725	0.002698	0.04064	1.126246	89.845399	0	0.00206	0.043217	1.197658	89.881988	0	0.005364	0.037905	1.050449	89.692665	0	0.007794	0.037124	1.028799	89.553415	0	0.001428	0.037676	1.044112	89.918187	0	283.526618	0.122133	0.108896	0.112242	0.112589	0.1178	0.120836	0.118616	0.138778	0.130799	0.128918	0.121161	1,897.853972	1,391.863219	4,916.455196
10,000	164.440994	237	616	1.550965	11.976692	140.307434	209	588	1.158732	19.599707	113.631065	274	635	2.852381	14.225284	85.172508	302	656	4.467561	14.951858	297.236206	288	627	1.351944	8.845442	372.863686	5.358244	2.184886	952.789185	345.442078	2.672534	5.217746	1,806.000488	274.18396	7.20936	1.523615	645.441162	335.574158	6.512816	1.791082	769.212463	340.20282	3.280658	2.937285	1,079.546387	291.14032	427.756545	0.002784	0.040357	1.118409	89.840484	0	0.002031	0.042734	1.184281	89.883633	0	0.006407	0.037848	1.048864	89.632906	0	0.009422	0.037164	1.029927	89.460144	0	0.001809	0.037692	1.044553	89.89635	0	289.980337	0.122841	0.110548	0.113815	0.114283	0.119409	0.121573	0.119707	0.137386	0.130657	0.129198	0.121942	1,897.078649	1,395.213738	4,917.332104
11,000	164.834991	242	620	1.614248	11.660384	145.086823	215	593	1.146451	18.302317	100.557869	277	637	3.092051	15.633746	74.118431	305	657	4.920962	16.857922	254.960831	289	629	1.571263	9.928828	373.468667	5.460819	2.31871	1,030.273438	351.976196	2.778336	4.941149	1,760.137451	282.179688	7.259621	1.530732	658.69928	340.875	6.744481	1.865191	822.431335	349.287781	3.427453	2.78514	1,049.052368	298.37146	432.123091	0.002808	0.040007	1.108704	89.839124	0	0.002123	0.04238	1.174472	89.878349	0	0.007609	0.037961	1.051997	89.564044	0	0.011063	0.036935	1.023578	89.36615	0	0.002267	0.03762	1.042546	89.870089	0	286.14355	0.12315	0.111929	0.115231	0.115706	0.120486	0.122277	0.12073	0.136734	0.131204	0.128975	0.122642	1,902.848164	1,397.815582	4,923.250384
12,000	162.064102	246	622	1.680703	11.621217	148.231949	219	596	1.141988	17.251127	90.287682	280	639	3.325856	17.025173	66.11602	307	658	5.320999	18.600634	226.612732	291	631	1.757948	10.841298	373.464703	5.545936	2.425168	1,096.242676	358.073364	2.869942	4.734807	1,718.395996	287.49353	7.285454	1.540742	667.598694	343.235992	6.916307	1.94026	870.805847	355.523621	3.552582	2.69855	1,033.779785	303.46225	430.225804	0.003077	0.0398	1.102975	89.823722	0	0.002272	0.042017	1.16441	89.869795	0	0.008399	0.037825	1.048232	89.518792	0	0.012711	0.036929	1.023394	89.271668	0	0.002545	0.037445	1.037712	89.854167	0	283.785103	0.123673	0.113097	0.115951	0.116946	0.12166	0.123201	0.122278	0.136492	0.131251	0.129119	0.123367	1,907.080614	1,383.374322	4,915.644344
13,000	157.379227	250	624	1.76466	11.753099	149.76445	223	599	1.15164	16.643085	83.208374	282	641	3.493464	18.130686	60.447948	308	659	5.630238	20.170965	207.851273	292	632	1.915013	11.511394	372.720274	5.607649	2.50875	1,149.219116	362.871216	2.946603	4.571742	1,686.428101	292.208801	7.307525	1.549783	674.289734	344.653625	7.050357	1.999628	910.446594	360.671997	3.657937	2.619548	1,018.645569	308.03775	428.660112	0.003475	0.039555	1.096177	89.800924	0	0.002543	0.041863	1.160155	89.85428	0	0.009275	0.037759	1.046396	89.46858	0	0.014214	0.036988	1.02503	89.18556	0	0.002968	0.037376	1.035782	89.829972	0	283.831842	0.12393	0.114052	0.116733	0.117958	0.122125	0.12388	0.123031	0.13624	0.131566	0.129208	0.123872	1,903.712718	1,392.356066	4,918.02319

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