Adds an example to benchmark a kind of eager mode

_doc/examples/data/eager_mode.csv

@@ -0,0 +1,99 @@
+name,N,time
+numpy,1,1.6239401884377004e-06
+ort-eager,1,1.2923539616167545e-05
+ort,1,7.524730172008276e-06
+ort-ov-eager,1,1.0392629774287342e-05
+ort-ov,1,6.243779789656401e-06
+ort-ov-eager-gpu,1,6.998750963248313e-05
+ort-ov-gpu,1,3.477875958196819e-05
+numpy,2,3.044890472665429e-06
+ort-eager,2,1.3051539426669478e-05
+ort,2,8.713690331205726e-06
+ort-ov-eager,2,1.1555589735507964e-05
+ort-ov,2,7.138750515878201e-06
+ort-ov-eager-gpu,2,7.208543014712632e-05
+ort-ov-gpu,2,3.6394710186868905e-05
+numpy,5,3.831860376521945e-06
+ort-eager,5,1.4171500224620103e-05
+ort,5,8.038709638640285e-06
+ort-ov-eager,5,1.1525589507073164e-05
+ort-ov,5,7.319740252569317e-06
+ort-ov-eager-gpu,5,7.189344032667577e-05
+ort-ov-gpu,5,3.57317307498306e-05
+numpy,10,4.102849634364247e-06
+ort-eager,10,1.4772480353713036e-05
+ort,10,8.412699680775403e-06
+ort-ov-eager,10,1.1969569604843856e-05
+ort-ov,10,7.66773009672761e-06
+ort-ov-eager-gpu,10,7.502933032810688e-05
+ort-ov-gpu,10,3.6292700096964834e-05
+numpy,20,5.108820041641593e-06
+ort-eager,20,1.6318419948220253e-05
+ort,20,9.663649834692478e-06
+ort-ov-eager,20,1.3151530874893069e-05
+ort-ov,20,8.747689425945282e-06
+ort-ov-eager-gpu,20,7.586929947137832e-05
+ort-ov-gpu,20,3.6894690711051223e-05
+numpy,50,8.849690202623605e-06
+ort-eager,50,2.1720220101997255e-05
+ort,50,1.3897509779781103e-05
+ort-ov-eager,50,1.6557410126551987e-05
+ort-ov,50,1.1749580735340715e-05
+ort-ov-eager-gpu,50,8.735888986848295e-05
+ort-ov-gpu,50,3.979059052653611e-05
+numpy,100,1.4907469740137458e-05
+ort-eager,100,2.8627979336306453e-05
+ort,100,2.0100290421396493e-05
+ort-ov-eager,100,2.2381199523806573e-05
+ort-ov,100,1.7124389996752145e-05
+ort-ov-eager-gpu,100,9.972644969820977e-05
+ort-ov-gpu,100,4.341945983469486e-05
+numpy,200,2.7075030375272035e-05
+ort-eager,200,4.3370459461584684e-05
+ort,200,3.119189059361815e-05
+ort-ov-eager,200,3.3285809913650154e-05
+ort-ov,200,2.6379060000181197e-05
+ort-ov-eager-gpu,200,0.0001272184809204191
+ort-ov-gpu,200,5.1265170332044365e-05
+numpy,500,6.265176925808191e-05
+ort-eager,500,8.758387994021178e-05
+ort,500,6.585365976206958e-05
+ort-ov-eager,500,5.8810909977182745e-05
+ort-ov,500,5.206315079703927e-05
+ort-ov-eager-gpu,500,0.0001980439608450979
+ort-ov-gpu,500,7.229942944832146e-05
+numpy,1000,0.00012052271980792284
+ort-eager,1000,0.00020487471017986537
+ort,1000,0.00010618122993037104
+ort-ov-eager,1000,7.917118025943637e-05
+ort-ov,1000,9.659656090661884e-05
+ort-ov-eager-gpu,1000,0.0003143318207003176
+ort-ov-gpu,1000,0.00010537925059907138
+numpy,2000,0.0002533179905731231
+ort-eager,2000,0.00042499787989072504
+ort,2000,0.0003522354701999575
+ort-ov-eager,2000,0.0001527195703238249
+ort-ov,2000,0.0001286304194945842
+ort-ov-eager-gpu,2000,0.0005476115201599896
+ort-ov-gpu,2000,0.00017218387103639542
+numpy,5000,0.0006107362709008157
+ort-eager,5000,0.0007773243507836014
+ort,5000,0.0005611650308128447
+ort-ov-eager,5000,9.656556067056954e-05
+ort-ov,5000,0.000121245690388605
+ort-ov-eager-gpu,5000,0.0012037401704583317
+ort-ov-gpu,5000,0.00034049289068207146
+numpy,10000,0.0011586127802729607
+ort-eager,10000,0.0016428445605561138
+ort,10000,0.0008303114597219974
+ort-ov-eager,10000,0.0003013462794478983
+ort-ov,10000,0.0004336395696736872
+ort-ov-eager-gpu,10000,0.0021700217993929983
+ort-ov-gpu,10000,0.0007736664800904691
+numpy,20000,0.0026089051889721304
+ort-eager,20000,0.003720655629877001
+ort,20000,0.002414294109912589
+ort-ov-eager,20000,0.0006073223997373134
+ort-ov,20000,0.0005382718495093287
+ort-ov-eager-gpu,20000,0.004377091269707307
+ort-ov-gpu,20000,0.0014389527996536344