diff --git a/output/perfs.csv b/output/perfs.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d82eb8bf1bb6545c3c88aab71d57a386d0381ed9
--- /dev/null
+++ b/output/perfs.csv
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+Augmentation,mu_loss,std_loss,mu_acc,std_acc
+Standard,0.0035194475839777,0.0005053596078284,0.8739837398373986,0.0167605919740555
+rtShift prob0.2 mean0 std2.5,0.0035746556472002976,0.0003732012199531595,0.8829268292682928,0.03356059746430943
+rtShift prob0.2 mean0 std5.0,0.003765761367673796,0.00042547216190746403,0.878048780487805,0.021200658228301292
+rtShift prob0.2 mean0 std7.5,0.003035280035763252,4.6267683792794776e-05,0.8910569105691056,0.006504065040650393
+rtShift prob0.2 mean0 std10.0,0.003702566633379556,0.0008778742655605828,0.865040650406504,0.030245650793070337
+rtShift prob0.4 mean0 std2.5,0.004313441020686452,0.0008896470504415456,0.853658536585366,0.03915965716680422
+rtShift prob0.4 mean0 std5.0,0.003577044291224906,0.0004097679233287284,0.8829268292682926,0.020308936580157377
+rtShift prob0.4 mean0 std7.5,0.003838633715621824,0.000741808356918242,0.8796747967479674,0.021448627574427493
+rtShift prob0.4 mean0 std10.0,0.003684709372559214,0.000526965804850606,0.8747967479674796,0.02094975402719533
+rtShift prob0.6 mean0 std2.5,0.0033642452422196303,0.000741980304978134,0.8878048780487804,0.0350254621602244
+rtShift prob0.6 mean0 std5.0,0.0038544148449006126,0.0008509633083652061,0.865040650406504,0.02749843012241915
+rtShift prob0.6 mean0 std7.5,0.003302201071405798,0.00026171304080739686,0.8975609756097562,0.013209818544123517
+rtShift prob0.6 mean0 std10.0,0.003920590877532959,0.0004898444551765816,0.8617886178861788,0.007271765780487111
+rtShift prob0.8 mean0 std2.5,0.003663397756049303,0.0003803085043467859,0.88130081300813,0.013209818544123508
+rtShift prob0.8 mean0 std5.0,0.004496319410277576,0.001199835311684501,0.8634146341463416,0.02487326591996481
+rtShift prob0.8 mean0 std7.5,0.0037264997881602466,0.0004121150381343018,0.865040650406504,0.027975041518837812
+rtShift prob0.8 mean0 std10.0,0.004013952346352058,0.0005384237498584778,0.8666666666666666,0.022175905198350977
+rtShift prob1.0 mean0 std2.5,0.004293319752545861,0.0003566416022630513,0.88130081300813,0.020949754027195303
+rtShift prob1.0 mean0 std5.0,0.0039978255101335725,0.000788983939628845,0.8715447154471546,0.016582177279976514
+rtShift prob1.0 mean0 std7.5,0.004351159276031866,0.0008649844557656631,0.8764227642276422,0.018822499028927193
+rtShift prob1.0 mean0 std10.0,0.0038671349122272277,0.0007948168302068592,0.8878048780487806,0.024873265919964825