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derek-thomas
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embedding-ie-optimization

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train · 98 rows

total_requests int64 5.88k 10k	test_duration_sec float64 16.6 60.5	successful_requests int64 5.88k 10k	avg_latency_ms float64 318 2.02k	p95_latency_ms float64 323 3.42k	throughput_req_per_sec float64 97.6 604	avg_embedding_size int64 768 768	hw_type stringclasses 1 value	batch_size int64 16 1.02k	engine stringclasses 1 value	vendor stringclasses 1 value	vus int64 32 1.02k	seconds_per_billion float64 1.66M 10.3M	cost_per_sec float64 0 0	1B_cost float64 368 2.28k
10,000	17.795263	10,000	868.7552	1,645.3	561.9473	768	nvidia-l4	64	torch	aws	512	1,779,526.3	0.000222	395.450289
10,000	16.907216	10,000	1,266.5086	2,114	591.463432	768	nvidia-l4	64	torch	aws	800	1,690,721.6	0.000222	375.715911
10,000	16.929881	10,000	1,613.4477	2,599.15	590.671606	768	nvidia-l4	64	torch	aws	1,024	1,692,988.1	0.000222	376.219578
10,000	16.553394	10,000	1,205.6278	1,819	604.10572	768	nvidia-l4	64	torch	aws	768	1,655,339.4	0.000222	367.8532
10,000	21.121559	10,000	1,041.9689	2,268	473.4499	768	nvidia-l4	256	torch	aws	519	2,112,155.9	0.000222	469.367978
10,000	19.973936	10,000	988.0628	1,905.1	500.65245	768	nvidia-l4	1,024	torch	aws	527	1,997,393.6	0.000222	443.865244
10,000	16.841353	10,000	1,211.6202	2,050.1	593.776521	768	nvidia-l4	64	torch	aws	772	1,684,135.3	0.000222	374.252289
10,000	23.521952	10,000	589.7243	1,284.1	425.134785	768	nvidia-l4	256	torch	aws	256	2,352,195.2	0.000222	522.710044
10,000	20.012788	10,000	1,239.5711	1,615	499.680504	768	nvidia-l4	16	torch	aws	639	2,001,278.8	0.000222	444.728622
10,000	30.991247	10,000	392.131	635	322.671753	768	nvidia-l4	256	torch	aws	128	3,099,124.7	0.000222	688.694378
10,000	18.499052	10,000	1,741.3145	2,953.05	540.568241	768	nvidia-l4	256	torch	aws	1,024	1,849,905.2	0.000222	411.090044
10,000	21.356554	10,000	1,035.091	2,071.05	468.240335	768	nvidia-l4	256	torch	aws	515	2,135,655.4	0.000222	474.590089
10,000	17.435314	10,000	1,701.6249	2,620.25	573.548604	768	nvidia-l4	32	torch	aws	1,024	1,743,531.4	0.000222	387.451422
10,000	23.913901	10,000	587.3953	1,256.05	418.166823	768	nvidia-l4	512	torch	aws	256	2,391,390.1	0.000222	531.420022
10,000	30.168774	10,000	380.567	594	331.468558	768	nvidia-l4	512	torch	aws	128	3,016,877.4	0.000222	670.4172
10,000	18.722199	10,000	1,727.8615	3,105	534.125292	768	nvidia-l4	512	torch	aws	996	1,872,219.9	0.000222	416.048867
10,000	21.266325	10,000	1,071.7341	2,197	470.22699	768	nvidia-l4	256	torch	aws	543	2,126,632.5	0.000222	472.585
10,000	18.051149	10,000	1,519.4067	3,134	553.981356	768	nvidia-l4	128	torch	aws	898	1,805,114.9	0.000222	401.136644
10,000	20.479406	10,000	1,206.2651	2,518.05	488.295412	768	nvidia-l4	1,024	torch	aws	639	2,047,940.6	0.000222	455.097911
10,000	20.179694	10,000	1,041.2469	1,615	495.547653	768	nvidia-l4	16	torch	aws	531	2,017,969.4	0.000222	448.437644
10,000	17.982449	10,000	1,500.2214	2,707	556.097782	768	nvidia-l4	128	torch	aws	904	1,798,244.9	0.000222	399.609978
10,000	18.958507	10,000	909.4952	1,698	527.467696	768	nvidia-l4	128	torch	aws	512	1,895,850.7	0.000222	421.300156
10,000	19.782965	10,000	1,022.6572	1,430.05	505.485401	768	nvidia-l4	16	torch	aws	527	1,978,296.5	0.000222	439.621444
10,000	17.544257	10,000	1,257.58	2,210.05	569.98709	768	nvidia-l4	128	torch	aws	768	1,754,425.7	0.000222	389.872378
10,000	17.439443	10,000	1,484.3649	2,668	573.412809	768	nvidia-l4	128	torch	aws	912	1,743,944.3	0.000222	387.543178
10,000	21.217194	10,000	1,140.3129	2,314	471.315858	768	nvidia-l4	256	torch	aws	575	2,121,719.4	0.000222	471.4932
10,000	17.399788	10,000	1,492.3013	2,663.05	574.719646	768	nvidia-l4	128	torch	aws	928	1,739,978.8	0.000222	386.661956
10,000	20.501312	10,000	1,002.0785	1,875.05	487.773661	768	nvidia-l4	256	torch	aws	513	2,050,131.2	0.000222	455.584711
10,000	17.161087	10,000	1,060.6495	1,577.05	582.713671	768	nvidia-l4	32	torch	aws	639	1,716,108.7	0.000222	381.357489
10,000	30.621144	10,000	386.1461	615	326.571731	768	nvidia-l4	128	torch	aws	128	3,062,114.4	0.000222	680.469867
10,000	22.656399	10,000	564.753	1,207	441.376408	768	nvidia-l4	128	torch	aws	256	2,265,639.9	0.000222	503.475533
10,000	18.905697	10,000	1,730.1091	3,029	528.941091	768	nvidia-l4	512	torch	aws	1,000	1,890,569.7	0.000222	420.1266
10,000	21.632881	10,000	539.1778	926	462.25928	768	nvidia-l4	64	torch	aws	256	2,163,288.1	0.000222	480.730689
10,000	30.02872	10,000	378.9661	598	333.014527	768	nvidia-l4	64	torch	aws	128	3,002,872	0.000222	667.304889
10,000	18.753334	10,000	1,383.1186	2,533.05	533.238516	768	nvidia-l4	256	torch	aws	768	1,875,333.4	0.000222	416.740756
10,000	21.18795	10,000	1,009.5068	2,122.05	471.966377	768	nvidia-l4	256	torch	aws	512	2,118,795	0.000222	470.843333
10,000	20.795194	10,000	984.5102	1,964.05	480.880342	768	nvidia-l4	512	torch	aws	512	2,079,519.4	0.000222	462.115422
10,000	17.522125	10,000	1,067.5874	1,587.05	570.707035	768	nvidia-l4	32	torch	aws	643	1,752,212.5	0.000222	389.380556
10,000	17.365836	10,000	1,100.2158	1,793	575.843282	768	nvidia-l4	32	torch	aws	655	1,736,583.6	0.000222	385.907467
10,000	20.06685	10,000	1,425.6007	2,653	498.334318	768	nvidia-l4	512	torch	aws	768	2,006,685	0.000222	445.93
10,000	16.68379	10,000	1,305.3264	2,177.1	599.384193	768	nvidia-l4	64	torch	aws	832	1,668,379	0.000222	370.750889
10,000	30.838087	10,000	384.3047	612	324.27433	768	nvidia-l4	1,024	torch	aws	128	3,083,808.7	0.000222	685.290822
10,000	52.586029	10,000	333.6714	343	190.164578	768	nvidia-l4	512	torch	aws	64	5,258,602.9	0.000222	1,168.578422
10,000	52.374788	10,000	332.2061	343	190.93156	768	nvidia-l4	64	torch	aws	64	5,237,478.8	0.000222	1,163.884178
10,000	17.257909	10,000	1,254.742	1,744.05	579.444474	768	nvidia-l4	32	torch	aws	768	1,725,790.9	0.000222	383.509089
10,000	23.180795	10,000	579.4564	1,273.05	431.391589	768	nvidia-l4	1,024	torch	aws	256	2,318,079.5	0.000222	515.128778
10,000	17.218407	10,000	855.868	1,362	580.77382	768	nvidia-l4	32	torch	aws	512	1,721,840.7	0.000222	382.631267
10,000	52.915262	10,000	335.1614	343	188.981394	768	nvidia-l4	16	torch	aws	64	5,291,526.2	0.000222	1,175.894711
10,000	20.722943	10,000	997.3434	2,009.05	482.556942	768	nvidia-l4	1,024	torch	aws	515	2,072,294.3	0.000222	460.509844
10,000	17.795045	10,000	1,565.8266	2,675.1	561.954184	768	nvidia-l4	128	torch	aws	960	1,779,504.5	0.000222	395.445444
10,000	20.022875	10,000	1,055.3552	1,453.05	499.428778	768	nvidia-l4	16	torch	aws	543	2,002,287.5	0.000222	444.952778
10,000	16.780754	10,000	1,228.5425	2,100.1	595.920779	768	nvidia-l4	64	torch	aws	776	1,678,075.4	0.000222	372.905644
10,000	19.98474	10,000	1,116.9286	1,518	500.381791	768	nvidia-l4	16	torch	aws	575	1,998,474	0.000222	444.105333
10,000	21.159042	10,000	1,036.9435	2,287.05	472.611189	768	nvidia-l4	1,024	torch	aws	519	2,115,904.2	0.000222	470.200933
10,000	52.732204	10,000	334.1501	345	189.637437	768	nvidia-l4	1,024	torch	aws	64	5,273,220.4	0.000222	1,171.826756
10,000	20.226149	10,000	1,009.4958	1,858	494.409489	768	nvidia-l4	256	torch	aws	527	2,022,614.9	0.000222	449.469978
5,964	60.343558	5,964	320.446512	328	98.834079	768	nvidia-l4	1,024	torch	aws	32	10,117,967.471496	0.000222	2,248.437216
10,000	17.913048	10,000	1,478.5664	2,584	558.252286	768	nvidia-l4	128	torch	aws	900	1,791,304.8	0.000222	398.067733
10,000	19.996757	10,000	1,038.5979	1,602.05	500.081088	768	nvidia-l4	16	torch	aws	535	1,999,675.7	0.000222	444.372378
10,000	20.825354	10,000	1,141.6304	2,577.05	480.183914	768	nvidia-l4	1,024	torch	aws	575	2,082,535.4	0.000222	462.785644
10,000	18.892917	10,000	1,762.4279	3,012	529.29889	768	nvidia-l4	1,024	torch	aws	1,024	1,889,291.7	0.000222	419.8426
10,000	21.267001	10,000	1,054.0825	2,287.1	470.212044	768	nvidia-l4	1,024	torch	aws	543	2,126,700.1	0.000222	472.600022
10,000	17.576857	10,000	1,086.6695	1,905.05	568.929929	768	nvidia-l4	32	torch	aws	641	1,757,685.7	0.000222	390.596822
5,997	60.287762	5,997	318.77272	323	99.472925	768	nvidia-l4	16	torch	aws	32	10,052,986.826747	0.000222	2,233.997073
10,000	29.939742	10,000	377.2249	581	334.004214	768	nvidia-l4	16	torch	aws	128	2,993,974.2	0.000222	665.3276
10,000	18.259055	10,000	1,720.531	3,130.05	547.673469	768	nvidia-l4	512	torch	aws	992	1,825,905.5	0.000222	405.756778
10,000	21.082103	10,000	533.9809	790	474.335981	768	nvidia-l4	16	torch	aws	256	2,108,210.3	0.000222	468.491178
10,000	21.399805	10,000	1,273.9313	2,541.1	467.293978	768	nvidia-l4	256	torch	aws	639	2,139,980.5	0.000222	475.551222
6,007	60.31774	6,007	318.288497	324	99.589275	768	nvidia-l4	512	torch	aws	32	10,041,241.884468	0.000222	2,231.387085
10,000	19.359279	10,000	1,571.6795	2,842.05	516.548163	768	nvidia-l4	512	torch	aws	896	1,935,927.9	0.000222	430.2062
5,992	60.391624	5,992	318.931409	326	99.219057	768	nvidia-l4	64	torch	aws	32	10,078,708.94526	0.000222	2,239.713099
10,000	18.894671	10,000	1,701.8383	2,969.05	529.249755	768	nvidia-l4	512	torch	aws	960	1,889,467.1	0.000222	419.881578
5,917	60.415114	5,917	323.209397	331	97.939069	768	nvidia-l4	32	torch	aws	32	10,210,429.947609	0.000222	2,268.984433
10,000	17.65917	10,000	1,679.0175	2,878.1	566.27803	768	nvidia-l4	128	torch	aws	1,024	1,765,917	0.000222	392.426
10,000	16.973159	10,000	1,404.4236	2,404	589.165517	768	nvidia-l4	64	torch	aws	896	1,697,315.9	0.000222	377.181311
5,883	60.306665	5,883	325.218426	339	97.551407	768	nvidia-l4	256	torch	aws	32	10,251,005.439402	0.000222	2,278.001209
10,000	53.271941	10,000	334.0174	342	187.716081	768	nvidia-l4	128	torch	aws	64	5,327,194.1	0.000222	1,183.820911
10,000	19.363107	10,000	1,779.3634	3,336.15	516.446043	768	nvidia-l4	512	torch	aws	1,008	1,936,310.7	0.000222	430.291267
10,000	19.990093	10,000	974.8775	2,036	500.247798	768	nvidia-l4	1,024	torch	aws	513	1,999,009.3	0.000222	444.224289
10,000	20.240305	10,000	1,504.1049	2,190.2	494.063701	768	nvidia-l4	16	torch	aws	768	2,024,030.5	0.000222	449.784556
10,000	17.927192	10,000	1,172.3845	1,640.1	557.811842	768	nvidia-l4	32	torch	aws	703	1,792,719.2	0.000222	398.382044
10,000	21.26339	10,000	1,872.9184	3,417.1	470.291896	768	nvidia-l4	512	torch	aws	1,024	2,126,339	0.000222	472.519778
10,000	19.917877	10,000	993.2913	1,391	502.06154	768	nvidia-l4	16	torch	aws	512	1,991,787.7	0.000222	442.619489
10,000	17.079644	10,000	1,246.0534	2,039.1	585.492297	768	nvidia-l4	64	torch	aws	770	1,707,964.4	0.000222	379.547644
10,000	19.870398	10,000	1,402.3093	2,593	503.261183	768	nvidia-l4	1,024	torch	aws	768	1,987,039.8	0.000222	441.5644
10,000	20.066293	10,000	504.3954	751.05	498.34815	768	nvidia-l4	32	torch	aws	256	2,006,629.3	0.000222	445.917622
10,000	30.442324	10,000	383.5144	587	328.490032	768	nvidia-l4	32	torch	aws	128	3,044,232.4	0.000222	676.496089
10,000	17.483785	10,000	1,075.5981	1,610.05	571.958532	768	nvidia-l4	32	torch	aws	647	1,748,378.5	0.000222	388.528556
10,000	20.741482	10,000	1,019.2668	2,271.2	482.125626	768	nvidia-l4	1,024	torch	aws	512	2,074,148.2	0.000222	460.921822
10,000	19.963457	10,000	1,813.873	3,227.1	500.915247	768	nvidia-l4	512	torch	aws	994	1,996,345.7	0.000222	443.632378
10,000	20.031246	10,000	1,027.4975	1,399.15	499.220068	768	nvidia-l4	16	torch	aws	529	2,003,124.6	0.000222	445.1388
5,980	60.502015	5,980	319.887458	325	98.839683	768	nvidia-l4	128	torch	aws	32	10,117,393.812709	0.000222	2,248.309736
10,000	20.643492	10,000	2,019.8326	2,801	484.414168	768	nvidia-l4	16	torch	aws	1,024	2,064,349.2	0.000222	458.744267
10,000	17.152866	10,000	1,432.9517	2,597.05	582.992953	768	nvidia-l4	128	torch	aws	896	1,715,286.6	0.000222	381.1748
10,000	17.239913	10,000	1,242.3622	2,246.05	580.049331	768	nvidia-l4	64	torch	aws	784	1,723,991.3	0.000222	383.109178
10,000	54.021095	10,000	342.8726	402	185.112871	768	nvidia-l4	256	torch	aws	64	5,402,109.5	0.000222	1,200.468778
10,000	17.702709	10,000	1,106.8736	1,895	564.885295	768	nvidia-l4	32	torch	aws	671	1,770,270.9	0.000222	393.393533
10,000	52.931075	10,000	335.5092	347	188.924937	768	nvidia-l4	32	torch	aws	64	5,293,107.5	0.000222	1,176.246111

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