ablation-pymethods2test-seqmean-arm0-tis-15-8B/training_logs/20260609_214045_metrics_table.csv

1	log_file	async/discard_rate	async/discarded_count	async/effective_batch_groups	async/effective_batch_samples	async/staleness_max	async/staleness_mean	async/staleness_min	async/staleness_ratio	generate/avg_num_tokens	generate/avg_tokens_non_zero_rewards	generate/avg_tokens_zero_rewards	generate/max_num_tokens	generate/min_num_tokens	generate/std_num_tokens	generate/tis/aligned_tokens	generate/tis/alignment_fail_count	generate/tis/exact_match_fraction	generate/tis/lcs_fallback_fraction	generate/tis/lcs_fallback_messages	generate/tis/unaligned_fraction	loss/avg_final_rewards	loss/avg_raw_advantages	loss/avg_raw_advantages_abs	policy/final_loss	policy/log_ratio_abs_max	policy/log_ratio_abs_mean	policy/log_ratio_abs_p99	policy/log_ratio_abs_pos00	policy/log_ratio_abs_pos10	policy/log_ratio_abs_pos20	policy/log_ratio_abs_pos30	policy/log_ratio_abs_pos40	policy/log_ratio_abs_pos50	policy/log_ratio_abs_pos60	policy/log_ratio_abs_pos70	policy/log_ratio_abs_pos80	policy/log_ratio_abs_pos90	policy/n_tokens_dp_gt_10pct	policy/n_tokens_dp_gt_1pct	policy/n_tokens_dp_gt_50pct	policy/policy_entropy	policy/policy_loss	policy/policy_lr	policy/policy_update_steps	policy/ppo_clip_ratio	policy/raw_grad_norm	policy/rollout_train_prob_diff_mean	policy/rollout_train_prob_diff_std	policy/tis/imp_ratio_capped_fraction	policy/tis/imp_ratio_mean	policy/tis/log_ratio_abs_mean	reward/avg_pass_at_8	reward/avg_raw_reward	system/process_rss_gb	system/process_vms_gb	system/ram_available_gb	system/ram_percent	system/ram_total_gb	system/ram_used_gb	timing/compute_advantages_and_returns	timing/convert_to_training_input	timing/fwd_logprobs_values_reward	timing/policy_train	timing/run_training	timing/step	timing/sync_weights	timing/train_critic_and_policy	timing/wait_for_generation_buffer	tis/batch_skipped_no_logprobs	tis/skipped_fraction	trainer/epoch	trainer/global_step	batch_errors/total_batches	batch_errors/total_instances	batch_errors/total_successful	batch_errors/total_failed	batch_errors/total_masked	batch_errors/avg_VerifierTimeoutError	batch_errors/total_VerifierTimeoutError	batch_errors/avg_AgentTimeoutError	batch_errors/total_AgentTimeoutError	batch_errors/avg_AgentSetupTimeoutError	batch_errors/total_AgentSetupTimeoutError	batch_errors/avg_InvalidChatHistory	batch_errors/total_InvalidChatHistory	batch_errors/avg_ContextLengthExceededError	batch_errors/total_ContextLengthExceededError	batch_errors/avg_DaytonaAuthenticationError	batch_errors/total_DaytonaAuthenticationError	timing/cleanup_old_checkpoints	timing/save_checkpoints	batch_errors/avg_Timeout	batch_errors/total_Timeout	timing/save_hf_model	batch_errors/avg_DaytonaError	batch_errors/total_DaytonaError	global_step
2	job_653585	0.0	0	64	512	0	0.0	0	0.0	1665.6621	3021.6782	967.5947	14153	1	2057.7122	573938.0	33.0	0.9487	0.0	0.0	0.0513	0.3398	0.2099	0.2501	-0.0019	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0656	-0.1214	0.0	1.0	0.0	0.0309	425844310016.0	310867954499584.0	0.0	0.5258	0.022	0.6406	0.3398	7.5378	49.9637	630.257	26.5	857.9676	227.7106	0.0376	2.4443	199.3619	89.3179	288.8421	11028.1246	18.1382	89.4422	10718.6996	0.0	0.0	0	1	121	968	497	114	216	1.9090909090909092	231.0	1.6528925619834711	200.0	0.2231404958677686	27.0	0.15702479338842976	19.0	0.09090909090909091	11.0	0.024793388429752067	3.0								1
3	job_653585	0.0	0	64	512	1	1.0	1	1.0	2192.3809	5107.972	1422.0889	31541	1	3242.089	778056.0	90.0	0.8463	0.0	0.0	0.1537	0.209	0.14	0.236	-0.0009	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0639	-0.0569	0.0	1.0	0.0	0.0223	5135849414983680.0	3.8306663504564716e+18	0.0001	0.5252	0.0393	0.4844	0.209	13.664	50.6382	619.7108	27.8	857.9676	238.2568	0.0608	5.2456	18.5674	134.9773	153.7971	3675.2048	21.6594	135.1685	3494.5009	0.0	0.0	0	2	64	512	253	62	90	2.109375	135.0	1.25	80.0	0.5	32.0	0.109375	7.0	0.046875	3.0	0.03125	2.0	139.9582	149.9938						2
4	job_653585	0.0	0	64	512	2	1.6094	0	0.9844	1974.7832	3706.1466	1467.6162	19867	1	2776.8866	687353.0	78.0	0.904	0.0	0.0	0.096	0.2266	0.1618	0.2338	-0.0013	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0563	-0.0823	0.0	1.0	0.0	0.0252	5712403677315072.0	4.576328473257181e+18	0.0	0.4977	0.0341	0.5156	0.2266	13.514	50.458	618.5668	27.9	857.9676	239.4008	0.0426	3.6209	18.1097	113.5752	131.9041	3304.1227	19.8368	113.7514	3148.7583	0.0	0.0	0	3	63	504	278	59	93	1.7619047619047619	111.0	1.3015873015873016	82.0	0.31746031746031744	20.0	0.14285714285714285	9.0	0.031746031746031744	2.0	0.015873015873015872	1.0			0.015873015873015872	1.0				3
5	job_653585	0.0	0	64	512	3	1.7656	0	0.9375	1916.1016	3570.8227	1287.2183	26360	1	2567.8385	672216.0	119.0	0.8943	0.0	0.0	0.1057	0.2754	0.1458	0.2335	-0.0013	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0609	-0.081	0.0	1.0	0.0	0.0264	2.5092910058202726e+17	2.0297533524949546e+20	0.0	0.5539	0.0386	0.5312	0.2754	13.7533	50.7891	617.0518	28.1	857.9676	240.9158	0.0533	4.4556	16.0924	108.7123	125.0416	3238.4887	20.0299	108.8955	3088.9592	0.0	0.0	0	4	59	472	401	29	13	1.0	59.0	0.15254237288135594	9.0	0.0847457627118644	5.0	0.01694915254237288	1.0	0.06779661016949153	4.0			0.0083	12.9332						4
6	job_653585	0.0	0	64	512	3	1.4531	0	0.9219	3224.291	3590.6844	2890.709	13914	1	2397.9485	1106110.0	103.0	0.9644	0.0	0.0	0.0356	0.4766	0.064	0.1543	-0.0006	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0788	-0.0412	0.0	1.0	0.0	0.017	2.1654929612682035e+18	2.119323756633866e+21	0.0	0.8649	0.0405	0.625	0.4766	13.7164	50.7537	614.8819	28.3	857.9676	243.0857	0.0323	2.8211	19.9051	118.6808	138.8115	1062.3118	23.3888	118.8737	897.2872	0.0	0.0	0	5	63	504	460	23	14	0.42857142857142855	27.0	0.06349206349206349	4.0	0.047619047619047616	3.0	0.09523809523809523	6.0	0.047619047619047616	3.0							16.893	0.015873015873015872	1.0	5
7	job_653585	0.0	0	64	512	4	1.6406	0	0.8594	4239.8125	4633.2308	3790.4268	22031	1	3300.5798	1457215.0	112.0	0.9654	0.0	0.0	0.0346	0.5332	0.044	0.102	-0.0004	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0853	-0.025	0.0	1.0	0.0	0.0138	6.141298557442851e+18	5.070549340210866e+21	0.0	0.9245	0.0456	0.6562	0.5332	14.4743	51.5385	613.4079	28.5	857.9676	244.5597	0.0452	4.2242	25.388	159.3519	185.0213	1290.7407	28.6557	159.5877	1072.8381	0.0	0.0	0	6	58	464	445	11	12	0.1206896551724138	7.0					0.10344827586206896	6.0	0.034482758620689655	2.0			0.0083	10.3463				0.06896551724137931	4.0	6
8	job_653585	0.0	0	64	512	4	1.8906	0	0.8906	4397.6465	4166.2911	4597.0327	25556	1	3231.8595	1555192.0	95.0	0.9507	0.0	0.0	0.0493	0.4629	0.0201	0.1187	-0.0001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0913	-0.0045	0.0	1.0	0.0	0.0167	4.5730908733082645e+20	5.0551306138646176e+23	0.0	0.9745	0.0461	0.5781	0.4629	14.6233	51.6414	612.7198	28.6	857.9676	245.2477	0.0504	4.7036	26.7455	163.7089	190.7489	2018.6125	34.5773	163.9526	1788.5789	0.0	0.0	0	7	60	480	458	10	12	0.15	9.0			0.016666666666666666	1.0	0.16666666666666666	10.0	0.016666666666666666	1.0								0.016666666666666666	1.0	7
9	job_653585	0.0	0	64	512	4	2.1406	0	0.9531	5137.9238	4980.2167	5241.5307	31761	1	4015.1526	1850673.0	87.0	0.9135	0.0	0.0	0.0865	0.3965	0.0072	0.0726	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0938	0.0003	0.0	1.0	0.0	0.0119	2.930747012383905e+21	3.2028701271085374e+24	0.0	0.9696	0.046	0.4688	0.3965	15.9055	52.3258	610.4556	28.8	857.9676	247.512	0.0614	6.5073	32.8918	190.3358	223.5354	1224.5185	28.8017	190.5818	965.6712	0.0	0.0	0	8	63	504	480	13	21	0.047619047619047616	3.0	0.07936507936507936	5.0			0.20634920634920634	13.0					0.0081	12.67				0.047619047619047616	3.0	8
10	job_653585	0.0	0	64	512	5	1.9219	0	0.9062	4859.3164	4603.0995	5038.9236	31797	1	4029.8322	1739932.0	52.0	0.8962	0.0	0.0	0.1038	0.4121	0.0093	0.1242	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0803	0.0001	0.0	1.0	0.0	0.0145	1.7394266914541902e+21	2.2925263334899206e+24	0.0	0.9646	0.0375	0.5469	0.4121	16.1924	52.5256	608.6286	29.1	857.9676	249.339	0.0627	5.7252	31.0932	188.5143	219.9568	1481.3095	32.107	188.8005	1223.5171	0.0	0.0	0	9	63	504	487	10	14	0.047619047619047616	3.0	0.015873015873015872	1.0			0.1746031746031746	11.0										0.031746031746031744	2.0	9
11	job_653585	0.0	0	64	512	3	1.6562	0	0.8594	4206.2637	3770.6644	4770.7848	31696	1	3098.8536	1466169.0	27.0	0.9684	0.0	0.0	0.0316	0.5645	-0.0016	0.1212	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0758	-0.0009	0.0	1.0	0.0	0.0186	2.486790661662018e+22	3.009927560391077e+25	0.0	0.9792	0.0338	0.7031	0.5645	16.1496	52.6445	607.3474	29.2	857.9676	250.6202	0.062	5.807	27.2616	157.0913	184.6351	1344.8255	28.0337	157.3111	1126.3452	0.0	0.0	0	10	62	496	465	10	25	0.0967741935483871	6.0	0.04838709677419355	3.0			0.3387096774193548	21.0	0.016129032258064516	1.0			0.0079	11.2982			6.1509			10
12	job_653585	0.0	0	64	512	4	1.8125	0	0.8594	4341.25	4421.7844	4281.534	31768	1	3837.6661	1544551.0	26.0	0.9519	0.0	0.0	0.0481	0.4258	0.0172	0.1082	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0768	-0.0016	0.0	1.0	0.0	0.0145	2.3760572720076554e+18	2.479232720767365e+21	0.0	0.9513	0.0343	0.5312	0.4258	16.1263	52.6095	605.798	29.4	857.9676	252.1696	0.0603	5.7445	30.3901	180.1222	210.8445	1608.5564	32.131	180.3938	1359.8319	0.0	0.0	0	11	63	504	482	8	13	0.14285714285714285	9.0	0.031746031746031744	2.0			0.1746031746031746	11.0												11
13	job_653585	0.0	0	64	512	4	2.0156	0	0.9375	5171.2402	4363.3762	5697.6548	31752	1	3838.9164	1805076.0	21.0	0.972	0.0	0.0	0.028	0.3945	-0.0056	0.099	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0793	0.0001	0.0	1.0	0.0	0.0187	3.3199502774606234e+17	4.460413625381222e+20	0.0	0.9698	0.0322	0.5156	0.3945	16.5123	53.0591	604.8148	29.5	857.9676	253.1528	0.5752	5.7891	36.193	189.4182	226.4272	1418.9828	24.7579	189.6581	1162.0041	0.0	0.0	0	12	63	504	486	8	16	0.031746031746031744	2.0	0.1111111111111111	7.0			0.14285714285714285	9.0					0.0085	10.287						12
14	job_653585	0.0	0	64	512	3	1.5781	0	0.8594	4488.6309	4142.0406	4878.3651	31794	1	3769.576	1574682.0	18.0	0.937	0.0	0.0	0.063	0.5293	0.0116	0.1159	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0641	0.0001	0.0	1.0	0.0	0.0191	1.1232591437954967e+20	1.4095364312304327e+23	0.0	0.9755	0.0277	0.6719	0.5293	16.3773	52.9352	603.7007	29.6	857.9676	254.2668	0.0652	5.8155	29.0791	176.4044	205.7881	1174.4667	23.8728	176.6434	938.9854	0.0	0.0	0	13	63	504	462	18	34	0.12698412698412698	8.0	0.12698412698412698	8.0			0.36507936507936506	23.0	0.047619047619047616	3.0										13
15	job_653585	0.0	0	64	512	4	1.9688	0	0.9375	4663.1953	4560.4923	4726.3722	31674	1	3835.0487	1647855.0	26.0	0.9488	0.0	0.0	0.0512	0.3809	-0.0175	0.1338	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0707	0.0	0.0	1.0	0.0	0.0173	1.3211500909875513e+22	1.6953347554969734e+25	0.0	0.9296	0.0299	0.5	0.3809	16.7322	53.2489	601.7022	29.9	857.9676	256.2654	0.1012	5.8519	30.3985	178.5781	209.3207	1621.8309	26.8666	178.8196	1379.7871	0.0	0.0	0	14	64	512	491	8	20	0.015625	1.0	0.1875	12.0			0.109375	7.0	0.015625	1.0			0.0082	11.2278						14
16	job_653586	0.0	0	64	512	4	0.4375	0	0.1875	4367.6348	4450.258	4236.6061	20102	1	3081.0821	1530592.0	25.0	0.9745	0.0	0.0	0.0255	0.6133	-0.0018	0.082	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0643	-0.0	0.0	1.0	0.0	0.0116	1005131.5625	1241936512.0	0.0	0.9556	0.021	0.65	0.6133	9.9297	50.2901	562.6478	34.4	857.9675	295.3198	0.0524	3.9222	32.4786	156.8412	189.5694	4387.0719	37.9376	157.0373	4155.6423	0.0	0.0	0	15	54	432	390	20	41	0.018518518518518517	1.0	0.037037037037037035	2.0			0.7962962962962963	43.0	0.09259259259259259	5.0							6.8707			15
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18	job_653586	0.0	0	64	512	2	1.6562	0	0.9531	4441.8926	4303.1646	4561.4509	31764	1	4231.7973	1624165.0	28.0	0.9089	0.0	0.0	0.0911	0.4629	-0.0268	0.1262	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0631	-0.0001	0.0	1.0	0.0	0.014	80980987609088.0	9.804779835568947e+16	0.0	0.919	0.0208	0.6094	0.4629	14.1574	51.0022	555.1819	35.3	857.9675	302.7856	0.8639	6.2006	35.3247	195.5062	231.9566	866.8196	41.0458	195.7672	587.611	0.0	0.0	0	17	63	504	479	13	24	0.015873015873015872	1.0	0.047619047619047616	3.0			0.2857142857142857	18.0	0.047619047619047616	3.0										17
19	job_653586	0.0	0	64	512	3	1.9844	0	0.8438	4984.2539	4197.7163	5522.4112	31647	1	4678.7713	1808744.0	41.0	0.8809	0.0	0.0	0.1191	0.4062	-0.0087	0.1018	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0679	-0.0	0.0	1.0	0.0	0.0172	7.39416158020567e+16	9.942431530797027e+19	0.0	0.9589	0.0221	0.5312	0.4062	14.2903	51.1974	554.0929	35.4	857.9675	303.8746	0.0899	6.4232	37.3252	220.9561	258.6391	2168.7359	37.6553	221.2235	1866.0111	0.0	0.0	0	18	63	504	457	21	46	0.015873015873015872	1.0	0.047619047619047616	3.0			0.6190476190476191	39.0	0.06349206349206349	4.0			0.0074	8.3881						18
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21	job_653586	0.0	0	64	512	4	1.6562	0	0.8281	4695.9609	4342.2462	4913.5457	31736	1	4065.4442	1681502.0	28.0	0.9544	0.0	0.0	0.0456	0.3809	0.0048	0.0503	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0696	-0.0005	0.0	1.0	0.0	0.0122	1080837378408448.0	1.4011869695511101e+18	0.0	0.9341	0.022	0.4531	0.3809	14.7026	51.4866	551.9064	35.7	857.9675	306.0612	0.0871	6.1017	31.5548	187.9218	219.7869	1351.9719	33.9437	188.1445	1092.1314	0.0	0.0	0	20	56	448	403	15	42	0.10714285714285714	6.0	0.07142857142857142	4.0			0.6964285714285714	39.0					0.0088	8.1422			5.8852			20
22	job_653586	0.0	0	64	512	4	1.9844	0	0.8906	4777.4453	4620.9898	4874.4873	31826	1	4055.0244	1707389.0	27.0	0.9601	0.0	0.0	0.0399	0.3828	0.0103	0.1078	-0.0001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0684	-0.0062	0.0	1.0	0.0	0.0144	20477047209984.0	2.673594378433331e+16	0.0	0.9125	0.0217	0.5	0.3828	14.9075	51.7109	624.8141	27.2	857.9675	233.1534	0.0882	7.6651	35.0631	196.5691	231.9387	1653.9283	32.7526	196.7865	1381.5656	0.0	0.0	0	21	56	448	403	15	44	0.017857142857142856	1.0					0.9642857142857143	54.0	0.03571428571428571	2.0										21
23	job_653586	0.0	0	64	512	3	1.6406	0	0.8438	4256.166	4364.5684	4192.2019	19194	1	3380.6239	1525708.0	35.0	0.9617	0.0	0.0	0.0383	0.3711	0.0204	0.1066	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0682	-0.0021	0.0	1.0	0.0	0.0156	9.329387085443891e+16	1.1523618092078439e+20	0.0	0.8961	0.0225	0.5156	0.3711	14.5482	51.4926	619.0483	27.8	857.9675	238.9193	0.047	3.8528	29.6378	159.7489	189.6301	1708.2028	35.8861	159.9448	1478.8283	0.0	0.0	0	22	61	488	396	27	75	0.36065573770491804	22.0	0.6229508196721312	38.0	0.03278688524590164	2.0	0.639344262295082	39.0	0.04918032786885246	3.0	0.01639344262295082	1.0	0.0083	8.0671						22
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25	job_653586	0.0	0	64	512	4	1.6875	0	0.9375	2838.584	5697.4839	2204.031	21845	1	4033.9811	998412.0	19.0	0.9595	0.0	0.0	0.0405	0.1816	0.0534	0.1319	-0.0005	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0375	-0.031	0.0	1.0	0.0	0.0176	796371091193856.0	7.9573848653457e+17	0.0	0.4832	0.012	0.375	0.1816	14.9013	51.7034	610.9744	28.8	857.9675	246.9931	0.0656	3.9288	26.3368	163.6413	190.2636	4553.1826	19.7707	163.8606	4339.2146	0.0	0.0	0	24	63	504	198	59	150	2.1904761904761907	138.0	2.015873015873016	127.0	0.30158730158730157	19.0	0.31746031746031744	20.0	0.031746031746031744	2.0	0.015873015873015872	1.0	0.0083	30.3375				0.015873015873015872	1.0	24
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28	job_653586	0.0	0	64	512	3	1.7344	0	0.9844	3225.4141	4233.3925	2501.5638	31725	1	3531.9698	1097953.0	6.0	0.9706	0.0	0.0	0.0294	0.418	0.0857	0.1298	-0.001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0417	-0.064	0.0	1.0	0.0	0.0185	1.7051105289310222e+21	1.7866703500134324e+24	0.0	0.7126	0.0141	0.5938	0.418	15.2845	52.0295	607.246	29.2	857.9675	250.7216	0.0933	6.0684	24.9326	145.5165	170.7634	1456.934	22.7893	145.7369	1257.3089	0.0	0.0	0	27	63	504	327	51	68	0.9523809523809523	60.0	0.5396825396825397	34.0	0.7301587301587301	46.0	0.3968253968253968	25.0	0.12698412698412698	8.0								0.015873015873015872	1.0	27
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55	job_653587	0.0	0	64	512	4	1.7188	0	0.9062	3767.5215	3727.4593	3795.1551	18986	1	2995.1567	1342725.0	37.0	0.968	0.0	0.0	0.032	0.4082	0.0064	0.0877	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0444	-0.0	0.0	1.0	0.0	0.0185	327695663104.0	379507068370944.0	0.0	0.9092	0.0151	0.4844	0.4082	16.3465	53.3348	577.0278	32.7	857.9675	280.9397	0.0444	3.8435	25.2314	140.1255	165.6541	1372.4083	33.4557	140.3778	1169.4509	0.0	0.0	0	54	62	496	426	22	70			0.08064516129032258	5.0			0.9354838709677419	58.0	0.04838709677419355	3.0			0.0087	9.1348				0.06451612903225806	4.0	54
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57	job_653587	0.0	0	64	512	4	1.7344	0	0.8906	4390.9277	3929.1513	4585.9	31767	1	4238.3757	1548471.0	22.0	0.9401	0.0	0.0	0.0599	0.2969	-0.001	0.0628	-0.0001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.045	-0.0042	0.0	1.0	0.0	0.015	8617810003492864.0	1.0647384730359562e+19	0.0	0.8761	0.015	0.375	0.2969	16.7065	53.8438	576.3802	32.8	857.9675	281.5873	0.0907	6.1411	30.9645	191.9417	223.2241	1633.3771	35.1631	192.1684	1368.8439	0.0	0.0	0	56	64	512	478	15	34			0.046875	3.0			0.390625	25.0	0.09375	6.0			0.0081	8.2677						56
58	job_653587	0.0	0	64	512	4	1.5469	0	0.8281	4453.5156	4019.9141	4887.1172	31740	1	4404.608	1552609.0	34.0	0.9144	0.0	0.0	0.0856	0.5	0.0024	0.1244	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0436	-0.0001	0.0	1.0	0.0	0.0147	3.5539692025682697e+21	3.740553229295638e+24	0.0	0.9382	0.0158	0.6094	0.5	16.787	53.9058	575.7407	32.9	857.9675	282.2268	0.0908	6.1332	38.8151	208.6843	247.8062	1501.615	35.5265	208.8997	1212.1417	0.0	0.0	0	57	61	488	455	11	29	0.06557377049180328	4.0	0.08196721311475409	5.0			0.5081967213114754	31.0	0.03278688524590164	2.0								0.01639344262295082	1.0	57
59	job_653587	0.0	0	64	512	3	1.7031	0	0.875	3884.9863	4063.3161	3777.094	31844	1	3730.8638	1405568.0	16.0	0.9487	0.0	0.0	0.0513	0.377	0.0085	0.1314	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0444	-0.0	0.0	1.0	0.0	0.0189	5.697833777259119e+21	6.752966200220271e+24	0.0	0.921	0.0151	0.5	0.377	17.2032	54.3492	574.8936	33.0	857.9675	283.0739	0.1129	6.2873	28.6923	178.963	207.988	1448.7366	30.4954	179.1824	1203.9568	0.0	0.0	0	58	64	512	453	16	53	0.078125	5.0	0.125	8.0			0.671875	43.0	0.03125	2.0	0.015625	1.0	0.0078	8.5897						58
60	job_653587	0.0	0	64	512	4	1.5938	0	0.875	3719.3281	3822.8142	3577.5139	31652	1	3793.566	1302863.0	9.0	0.9494	0.0	0.0	0.0506	0.5781	0.0061	0.1067	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0407	-0.0008	0.0	1.0	0.0	0.0169	2.916946366431232e+16	3.229335359815313e+19	0.0	0.8894	0.0141	0.6875	0.5781	17.3769	54.5306	573.5134	33.2	857.9675	284.4541	0.09	5.9757	31.3476	170.0586	201.7858	1663.1725	33.9156	170.3478	1421.4882	0.0	0.0	0	59	62	496	460	15	35			0.03225806451612903	2.0	0.016129032258064516	1.0	0.5	31.0	0.04838709677419355	3.0										59
61	job_653587	0.0	0	64	512	3	1.7188	0	0.875	4468.502	2738.5871	5586.5498	31799	1	4489.8129	1573926.0	34.0	0.9358	0.0	0.0	0.0642	0.3926	-0.0178	0.0646	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0453	-0.0	0.0	1.0	0.0	0.0139	5716752465920.0	7041144689000448.0	0.0	0.9321	0.0155	0.4688	0.3926	17.3024	54.4753	572.2839	33.3	857.9675	285.6836	0.108	6.3356	35.3958	205.7623	241.5432	1507.1501	25.3052	206.039	1233.9571	0.0	0.0	0	60	62	496	439	20	57			0.08064516129032258	5.0			0.6935483870967742	43.0	0.11290322580645161	7.0			0.0079	8.517			6.2107			60
62	job_653588	0.0	0	64	512	3	0.4219	0	0.2188	3685.4219	3527.8649	4019.75	16769	1	2307.0638	1257847.0	2.0	0.9993	0.0	0.0	0.0007	0.6797	-0.0006	0.0628	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0381	0.0	0.0	1.0	0.0	0.0162	1.0002	1.312	0.0	0.9678	0.0118	0.7544	0.6797	8.3562	50.2278	634.6806	26.0	857.9676	223.287	0.0717	3.4039	26.6535	126.6473	153.6151	4895.4874	32.7345	126.8502	4705.7335	0.0	0.0	0	61	54	432	360	23	69	0.05555555555555555	3.0	0.1111111111111111	6.0			1.2592592592592593	68.0	0.2222222222222222	12.0										61
63	job_653588	0.0	0	64	512	1	0.9219	0	0.9219	3966.3945	3777.5464	4071.4377	31765	1	4125.9274	1408431.0	14.0	0.9555	0.0	0.0	0.0445	0.3574	0.0054	0.0859	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0428	0.0	0.0	1.0	0.0	0.0312	4798878720.0	5626906804224.0	0.0	0.8313	0.0134	0.4688	0.3574	13.8742	50.7912	624.6771	27.2	857.9676	233.2905	0.0654	5.9309	30.7554	183.7737	214.8289	884.5667	32.4223	184.0075	631.377	0.0	0.0	0	62	56	448	392	17	55	0.017857142857142856	1.0	0.14285714285714285	8.0			0.7857142857142857	44.0	0.08928571428571429	5.0			8.4412	17.7924						62
64	job_653588	0.0	0	64	512	2	1.6094	0	0.9688	4484.8535	4127.1455	4739.6756	31775	1	4685.7602	1592891.0	27.0	0.914	0.0	0.0	0.086	0.416	0.0051	0.0481	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0438	0.0	0.0	1.0	0.0	0.014	1.49631712790315e+18	1.8779827487400106e+21	0.0	0.8914	0.0146	0.4531	0.416	14.0978	50.9457	622.3339	27.5	857.9676	235.6337	0.0902	5.9053	35.778	202.1171	238.2046	1021.0078	34.2374	202.3359	742.6567	0.0	0.0	0	63	65	520	475	16	39	0.09230769230769231	6.0	0.07692307692307693	5.0			0.4461538461538462	29.0	0.07692307692307693	5.0										63
65	job_653588	0.0	0	64	512	3	1.9219	0	0.8438	4086.5547	3298.7422	4704.1777	31791	1	3910.7476	1452474.0	19.0	0.9538	0.0	0.0	0.0462	0.4395	0.0004	0.0928	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0441	-0.0	0.0	1.0	0.0	0.0169	680327517306880.0	8.199202519226778e+17	0.0	0.9173	0.0141	0.5938	0.4395	14.9725	51.1755	619.0883	27.8	857.9676	238.8793	0.0605	5.8121	35.1041	187.1695	222.5884	1993.5726	35.8302	187.4233	1729.3387	0.0	0.0	0	64	60	480	427	15	53			0.05	3.0			0.75	45.0	0.15	9.0			0.0083	8.9351						64
66	job_653588	0.0	0	64	512	4	1.9531	0	0.8594	4482.5859	4188.5991	4726.175	31715	1	4433.6859	1614330.0	23.0	0.916	0.0	0.0	0.084	0.4531	0.0098	0.1061	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.045	0.0	0.0	1.0	0.0	0.0159	8.676132800661553e+23	8.132848488751659e+26	0.0	0.8934	0.0148	0.5781	0.4531	15.4079	51.6347	616.659	28.1	857.9676	241.3086	0.0896	5.6735	34.9766	204.9392	240.2083	1228.4685	32.6219	205.1416	949.9589	0.0	0.0	0	65	63	504	428	24	63	0.20634920634920634	13.0	0.047619047619047616	3.0			0.8253968253968254	52.0	0.12698412698412698	8.0							6.8083			65
67	job_653588	0.0	0	64	512	5	1.9219	0	0.9062	4357.2324	4060.3786	4557.0752	31769	1	4668.8661	1580861.0	37.0	0.8957	0.0	0.0	0.1043	0.4023	0.0064	0.0877	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.045	-0.0002	0.0	1.0	0.0	0.0172	1.054274388152946e+23	1.2798084482887822e+26	0.0	0.8563	0.015	0.5312	0.4023	15.6097	51.7144	614.0408	28.4	857.9676	243.9268	0.0622	6.0018	33.4297	213.4844	247.2341	1499.3639	32.0364	213.7417	1214.0885	0.0	0.0	0	66	61	488	438	15	44	0.09836065573770492	6.0	0.01639344262295082	1.0			0.6065573770491803	37.0	0.09836065573770492	6.0			0.008	9.2733						66
68	job_653588	0.0	0	64	512	4	1.7344	0	0.8906	4419.9375	3553.4759	4918.4862	31735	1	4351.8887	1540086.0	31.0	0.9326	0.0	0.0	0.0674	0.3652	-0.0012	0.0879	-0.0001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0436	-0.0053	0.0	1.0	0.0	0.0166	7106447872.0	7634057953280.0	0.0	0.9049	0.0147	0.4844	0.3652	15.652	51.8026	611.4824	28.7	857.9676	246.4852	0.0622	6.0487	33.6584	200.2845	234.3115	1811.2337	34.6927	200.5905	1536.1294	0.0	0.0	0	67	58	464	396	26	66	0.034482758620689655	2.0	0.05172413793103448	3.0			0.8275862068965517	48.0	0.25862068965517243	15.0								0.05172413793103448	3.0	67
69	job_653588	0.0	0	64	512	4	1.5156	0	0.8906	4066.9102	4048.2335	4078.5905	31837	1	4387.0666	1427586.0	25.0	0.9098	0.0	0.0	0.0902	0.3848	-0.0114	0.0895	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0438	-0.0	0.0	1.0	0.0	0.0141	3215390490492928.0	3.841650471617954e+18	0.0	0.8661	0.015	0.4688	0.3848	16.0492	52.3116	609.3674	29.0	857.9676	248.6002	0.0897	6.1724	31.0609	203.1937	234.6137	1248.5725	32.0514	203.4626	975.7293	0.0	0.0	0	68	63	504	455	13	46	0.047619047619047616	3.0	0.031746031746031744	2.0			0.6190476190476191	39.0	0.07936507936507936	5.0			0.0086	8.9362						68
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71	job_653588	0.0	0	64	512	3	1.5938	0	0.9219	4478.5273	4706.2548	4322.7138	31693	1	4388.6691	1567154.0	14.0	0.9596	0.0	0.0	0.0404	0.4062	0.0146	0.0753	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.045	-0.0017	0.0	1.0	0.0	0.0203	37698882502656.0	3.898363573436416e+16	0.0	0.8784	0.0142	0.5	0.4062	16.1904	52.4454	604.8707	29.5	857.9676	253.0969	0.0912	5.8848	33.2322	191.6949	225.2911	1712.3059	39.3967	191.9673	1441.7301	0.0	0.0	0	70	63	504	441	22	60	0.047619047619047616	3.0	0.19047619047619047	12.0			0.6349206349206349	40.0	0.14285714285714285	9.0			0.009	9.5302			6.3806			70
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73	job_653588	0.0	0	64	512	3	1.6094	0	0.875	4486.5332	3847.2383	5028.8953	31774	1	4668.9327	1632410.0	30.0	0.8736	0.0	0.0	0.1264	0.459	0.004	0.0411	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0437	0.0	0.0	1.0	0.0	0.0117	2.0079791588560077e+17	2.5626006126882246e+20	0.0	0.9135	0.0143	0.5	0.459	16.2309	52.5107	603.6477	29.6	857.9676	254.3199	0.063	5.8585	33.7104	209.3972	243.4676	1574.2016	33.0528	209.6937	1291.8188	0.0	0.0	0	72	60	480	436	12	43	0.016666666666666666	1.0	0.08333333333333333	5.0			0.55	33.0	0.11666666666666667	7.0			0.0102	9.398				0.016666666666666666	1.0	72
74	job_653588	0.0	0	64	512	3	1.625	0	0.9219	4030.5508	3747.5877	4257.7183	31764	1	3919.6801	1430904.0	31.0	0.9122	0.0	0.0	0.0878	0.4453	-0.0008	0.0867	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0396	-0.0001	0.0	1.0	0.0	0.0184	436822212608.0	400335680045056.0	0.0	0.9088	0.0133	0.5469	0.4453	16.4671	52.6346	602.5194	29.8	857.9676	255.4482	0.0953	5.9026	29.5781	177.2825	207.2711	1411.7807	48.8291	177.5971	1149.7701	0.0	0.0	0	73	64	512	477	18	30	0.078125	5.0	0.046875	3.0			0.375	24.0	0.046875	3.0										73
75	job_653588	0.0	0	64	512	6	1.9062	0	0.9375	4928.0742	5089.388	4838.3465	31829	1	4458.2535	1709041.0	22.0	0.9236	0.0	0.0	0.0764	0.3574	0.028	0.1375	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0459	0.0	0.0	1.0	0.0	0.0152	30543561359360.0	3.860194628573594e+16	0.0	0.941	0.0148	0.4844	0.3574	16.4362	52.6385	601.1992	29.9	857.9676	256.7684	0.0942	6.2333	36.9222	215.6981	253.0054	1584.8429	35.8218	215.9884	1289.7748	0.0	0.0	0	74	60	480	413	18	57	0.16666666666666666	10.0	0.016666666666666666	1.0			0.9833333333333333	59.0	0.08333333333333333	5.0			0.0087	9.1809						74
76	job_653588	0.0	0	64	512	4	2.0469	1	1.0	4001.4727	3601.346	4281.9601	31741	1	3888.6649	1397275.0	23.0	0.9487	0.0	0.0	0.0513	0.4121	0.0048	0.063	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0436	-0.0026	0.0	1.0	0.0	0.0135	8.207850865374003e+16	9.702147778100068e+19	0.0	0.8586	0.0144	0.5312	0.4121	16.4568	52.7637	599.1791	30.2	857.9676	258.7885	0.0656	5.9013	30.0436	169.248	199.6035	1374.3084	36.1758	169.4935	1132.5895	0.0	0.0	0	75	63	504	422	22	64	0.2857142857142857	18.0	0.1111111111111111	7.0			0.8253968253968254	52.0	0.09523809523809523	6.0							6.5286			75
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78	job_653588	0.0	0	64	512	4	3.1875	3	1.0	4233.2773	3857.1	4420.2661	31765	1	4184.3433	1522291.0	17.0	0.9239	0.0	0.0	0.0761	0.332	0.0005	0.0567	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0415	-0.0	0.0	1.0	0.0	0.0102	2.0191042252585673e+22	2.49119404899192e+25	0.0	0.8799	0.0145	0.4219	0.332	16.9553	53.3296	595.7158	30.6	857.9676	262.2518	0.0855	5.9291	31.0768	185.4559	216.9091	1561.9809	30.9184	185.7463	1308.1743	0.0	0.0	0	77	62	496	395	33	95	0.0967741935483871	6.0	0.04838709677419355	3.0			0.9193548387096774	57.0	0.5806451612903226	36.0										77
79	job_653588	0.0	0	64	512	5	4.4219	4	1.0	4333.3574	4615.6172	4239.2708	31662	1	4448.1268	1530711.0	16.0	0.9692	0.0	0.0	0.0308	0.25	0.0094	0.0823	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0453	0.0	0.0	1.0	0.0	0.0122	1.5951538773913764e+21	1.973554746569748e+24	0.0	0.8063	0.0155	0.3594	0.25	17.0168	53.3903	595.507	30.6	857.9676	262.4606	0.0912	5.6163	32.4987	196.5511	229.4039	1882.9354	24.8707	196.8133	1622.983	0.0	0.0	0	78	96	768	690	25	71	0.07291666666666667	7.0	0.020833333333333332	2.0			0.53125	51.0	0.1875	18.0			0.0105	9.6184						78
80	job_653588	0.0	0	64	512	0	0.0	0	0.0	3256.0234	2826.6427	4613.9837	13362	1	1838.6673	1104019.0	5.0	0.996	0.0	0.0	0.004	0.7598	-0.0018	0.0763	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0334	-0.0011	0.0	1.0	0.0	0.0149	8603.9307	9039291.0	0.0	1.0023	0.0111	0.8125	0.7598	16.4131	52.7717	596.1255	30.5	857.9676	261.842	0.0432	2.9452	20.7324	109.5379	130.5083	2969.965	32.266	109.7322	2804.1924	0.0	0.0	1	79	61	488	428	22	60			0.03278688524590164	2.0			0.819672131147541	50.0	0.19672131147540983	12.0								0.03278688524590164	2.0	79
81	job_653588	0.0	0	64	512	1	0.7188	0	0.7188	4464.1445	4825.3981	4220.9477	31774	1	4860.2721	1603625.0	28.0	0.9096	0.0	0.0	0.0904	0.4023	0.0085	0.1165	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0434	-0.0001	0.0	1.0	0.0	0.0207	2.0403219462220677e+19	2.583743478900106e+22	0.0	0.8802	0.0142	0.5312	0.4023	17.2875	53.606	593.67	30.8	857.9676	264.2975	0.092	5.9528	32.0153	208.4403	240.7613	2243.0022	39.1203	208.6536	1957.1655	0.0	0.0	1	80	57	456	397	21	54	0.08771929824561403	5.0	0.05263157894736842	3.0			0.8070175438596491	46.0	0.08771929824561403	5.0			0.0085	10.2197			6.298			80
82	job_653589	0.0	0	64	512	0	0.0	0	0.0	3458.0977	3170.4289	4497.3333	17781	1	2176.1485	1160818.0	8.0	0.9962	0.0	0.0	0.0038	0.7832	0.0044	0.0294	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.033	-0.002	0.0	1.0	0.0	0.0092	12.0706	11267.6396	0.0	1.0022	0.0104	0.7969	0.7832	8.6151	50.2076	591.2495	31.1	857.9676	266.7181	0.0741	3.6039	30.4349	124.3234	155.0454	3316.0311	31.9403	124.5359	3125.441	0.0	0.0	1	82	3	24	24	0	0													13.1363	21.5484						82