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derek-thomas
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embedding-ie-optimization

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train · 80 rows

total_requests int64 10k 10k	test_duration_sec float64 18.4 50	successful_requests int64 10k 10k	avg_latency_ms float64 141 1.96k	p95_latency_ms float64 147 2.72k	throughput_req_per_sec float64 200 543	avg_embedding_size int64 768 768	hw_type stringclasses 1 value	batch_size int64 16 1.02k	image stringclasses 1 value	engine stringclasses 1 value	vendor stringclasses 1 value	vus int64 32 1.02k	seconds_per_billion float64 1.84M 5M	cost_per_sec float64 0 0	1B_cost float64 409 1.11k
10,000	23.640425	10,000	375.7617	611	423.004232	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	161	2,364,042.543	0.000222	525.342787
10,000	26.58111	10,000	428.4142	669	376.207008	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	163	2,658,111.0362	0.000222	590.691341
10,000	23.308464	10,000	384.8691	611	429.028696	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	167	2,330,846.4195	0.000222	517.965871
10,000	23.80681	10,000	411.2575	635	420.047875	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	175	2,380,681.0092	0.000222	529.040224
10,000	21.391094	10,000	335.9164	569	467.484268	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	159	2,139,109.4151	0.000222	475.357648
10,000	22.453258	10,000	425.112	655	445.369669	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	192	2,245,325.7803	0.000222	498.961285
10,000	25.256338	10,000	636.8258	875	395.940219	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	256	2,525,633.7986	0.000222	561.251955
10,000	21.506303	10,000	271.6653	507	464.979964	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	128	2,150,630.3032	0.000222	477.917845
10,000	29.564315	10,000	186.5972	197	338.245617	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	64	2,956,431.512	0.000222	656.98478
10,000	45.009317	10,000	142.1189	147	222.176222	768	nvidia-l4	1,024	michaelf34/infinity:0.0.75	torch	aws	32	4,500,931.6925	0.000222	1,000.207043
10,000	25.374675	10,000	642.9898	899	394.093716	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	257	2,537,467.5091	0.000222	563.881669
10,000	23.848295	10,000	610.6396	877	419.317194	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	259	2,384,829.4645	0.000222	529.962103
10,000	27.88734	10,000	725.6253	1,023	358.585655	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	263	2,788,733.9808	0.000222	619.718662
10,000	25.055803	10,000	670.3191	917	399.109147	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	271	2,505,580.2619	0.000222	556.795614
10,000	23.330441	10,000	658.9087	929	428.624566	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	287	2,333,044.063	0.000222	518.454236
10,000	30.508691	10,000	962.1544	1,263	327.77545	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	319	3,050,869.1209	0.000222	677.970916
10,000	28.540618	10,000	1,081.5635	1,384	350.377837	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	384	2,854,061.8022	0.000222	634.235956
10,000	22.5071	10,000	1,127.1512	1,452	444.304234	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	512	2,250,710.0411	0.000222	500.157787
10,000	22.443103	10,000	566.4776	826	445.571181	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	256	2,244,310.3221	0.000222	498.735627
10,000	23.491305	10,000	296.9089	562.05	425.689419	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	128	2,349,130.5047	0.000222	522.029001
10,000	29.664816	10,000	187.2402	201	337.099681	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	64	2,966,481.597	0.000222	659.218133
10,000	46.403896	10,000	146.5728	154	215.499148	768	nvidia-l4	512	michaelf34/infinity:0.0.75	torch	aws	32	4,640,389.5763	0.000222	1,031.197684
10,000	21.836832	10,000	312.6511	543	457.941891	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	145	2,183,683.1712	0.000222	485.262927
10,000	21.742539	10,000	315.6208	549	459.927894	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	147	2,174,253.8607	0.000222	483.167525
10,000	23.101832	10,000	344.7947	574	432.8661	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	151	2,310,183.2167	0.000222	513.374048
10,000	20.028381	10,000	282.6672	514	499.291487	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	143	2,002,838.0752	0.000222	445.075128
10,000	26.400373	10,000	415.2449	637	378.782531	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	159	2,640,037.2709	0.000222	586.674949
10,000	25.137438	10,000	476.827	711	397.81301	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	192	2,513,743.8322	0.000222	558.60974
10,000	21.968543	10,000	554.958	791	455.196317	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	256	2,196,854.3322	0.000222	488.189852
10,000	21.392533	10,000	270.3079	508	467.452823	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	128	2,139,253.3105	0.000222	475.389625
10,000	29.631819	10,000	187.162	194	337.475063	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	64	2,963,181.9076	0.000222	658.484868
10,000	46.744329	10,000	147.6153	154	213.929694	768	nvidia-l4	256	michaelf34/infinity:0.0.75	torch	aws	32	4,674,432.9111	0.000222	1,038.762869
10,000	24.276377	10,000	309.5748	593	411.923075	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	129	2,427,637.7327	0.000222	539.475052
10,000	22.980878	10,000	297.3172	585	435.144378	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	131	2,298,087.8326	0.000222	510.686185
10,000	24.150836	10,000	322.3013	599	414.064346	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	135	2,415,083.5704	0.000222	536.685238
10,000	23.313558	10,000	329.3728	617	428.934961	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	143	2,331,355.7787	0.000222	518.079062
10,000	24.14878	10,000	379.7297	648	414.099595	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	159	2,414,877.9956	0.000222	536.639555
10,000	28.63307	10,000	543.3033	816	349.246518	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	192	2,863,307.0023	0.000222	636.290445
10,000	22.771045	10,000	575.29	851	439.154193	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	256	2,277,104.5242	0.000222	506.023228
10,000	22.848166	10,000	288.672	580	437.671899	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	128	2,284,816.5548	0.000222	507.737012
10,000	31.235379	10,000	197.5097	205	320.149793	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	64	3,123,537.8632	0.000222	694.119525
10,000	50.00306	10,000	158.134	169	199.987763	768	nvidia-l4	128	michaelf34/infinity:0.0.75	torch	aws	32	5,000,305.9517	0.000222	1,111.1791
10,000	20.171019	10,000	1,250.8113	1,724	495.760764	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	641	2,017,101.9415	0.000222	448.244876
10,000	19.942841	10,000	1,240.6082	1,708	501.433072	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	643	1,994,284.0927	0.000222	443.174243
10,000	20.629752	10,000	1,294.5366	1,803	484.736793	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	647	2,062,975.2371	0.000222	458.438942
10,000	20.123962	10,000	1,274.0051	1,769	496.920031	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	655	2,012,396.2378	0.000222	447.199164
10,000	20.167796	10,000	1,302.8562	1,809.05	495.839999	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	671	2,016,779.6085	0.000222	448.173246
10,000	20.234945	10,000	1,378.7643	1,919	494.194582	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	703	2,023,494.4618	0.000222	449.665436
10,000	19.428047	10,000	1,197.0335	1,685	514.719765	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	639	1,942,804.7399	0.000222	431.734387
10,000	20.091156	10,000	1,477.1138	2,072.05	497.731445	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	768	2,009,115.578	0.000222	446.470128
10,000	19.970097	10,000	1,958.9079	2,721	500.748707	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	1,024	1,997,009.6508	0.000222	443.779922
10,000	19.719548	10,000	984.8663	1,324	507.111025	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	512	1,971,954.7621	0.000222	438.212169
10,000	20.595402	10,000	520.058	783	485.545278	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	256	2,059,540.1612	0.000222	457.675591
10,000	25.269124	10,000	319.7498	570	395.739874	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	128	2,526,912.4106	0.000222	561.536091
10,000	29.737947	10,000	187.8087	200	336.270692	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	64	2,973,794.6954	0.000222	660.843266
10,000	48.174323	10,000	152.1674	161	207.579461	768	nvidia-l4	64	michaelf34/infinity:0.0.75	torch	aws	32	4,817,432.3036	0.000222	1,070.540512
10,000	18.82606	10,000	475.2325	735	531.178593	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	257	1,882,605.9881	0.000222	418.356886
10,000	19.702995	10,000	503.0517	782.05	507.537063	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	259	1,970,299.4558	0.000222	437.844324
10,000	19.206772	10,000	497.0241	764	520.649709	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	263	1,920,677.1512	0.000222	426.817145
10,000	18.878748	10,000	502.8674	769.05	529.696154	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	271	1,887,874.7601	0.000222	419.527724
10,000	18.90043	10,000	533.9939	814.05	529.088496	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	287	1,890,042.985	0.000222	420.009552
10,000	18.801581	10,000	590.0956	906.05	531.870178	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	319	1,880,158.0578	0.000222	417.812902
10,000	18.733829	10,000	705.4182	1,065.05	533.793718	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	384	1,873,382.8557	0.000222	416.307301
10,000	18.571499	10,000	923.999	1,334	538.459508	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	512	1,857,149.8612	0.000222	412.699969
10,000	18.424655	10,000	463.5534	726	542.751001	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	256	1,842,465.5118	0.000222	409.43678
10,000	20.839474	10,000	263.3059	493	479.858552	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	128	2,083,947.4379	0.000222	463.099431
10,000	27.204476	10,000	171.6977	179	367.586565	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	64	2,720,447.6277	0.000222	604.543917
10,000	44.665199	10,000	141.0863	148	223.887951	768	nvidia-l4	32	michaelf34/infinity:0.0.75	torch	aws	32	4,466,519.9436	0.000222	992.559987
10,000	21.939645	10,000	556.3639	891.05	455.795892	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	257	2,193,964.4868	0.000222	487.547664
10,000	21.161823	10,000	538.1126	858.05	472.549074	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	259	2,116,182.3289	0.000222	470.26274
10,000	21.544547	10,000	558.8014	887	464.154564	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	263	2,154,454.7385	0.000222	478.76772
10,000	21.222391	10,000	566.5401	891	471.200437	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	271	2,122,239.1175	0.000222	471.608693
10,000	21.784083	10,000	616.6347	946	459.050776	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	287	2,178,408.2543	0.000222	484.090723
10,000	22.00854	10,000	691.7865	1,037	454.369087	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	319	2,200,853.9503	0.000222	489.078656
10,000	21.78669	10,000	822.459	1,158	458.995841	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	384	2,178,668.9771	0.000222	484.148662
10,000	21.392813	10,000	1,069.5869	1,395	467.446708	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	512	2,139,281.2973	0.000222	475.395844
10,000	20.954276	10,000	528.93	848	477.22957	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	256	2,095,427.5734	0.000222	465.650572
10,000	23.36328	10,000	295.8289	559	428.022096	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	128	2,336,327.9846	0.000222	519.183997
10,000	29.829319	10,000	188.5787	198	335.240645	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	64	2,982,931.8592	0.000222	662.873746
10,000	47.73457	10,000	150.8265	160	209.491778	768	nvidia-l4	16	michaelf34/infinity:0.0.75	torch	aws	32	4,773,457.0246	0.000222	1,060.768228

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