From 9e0ee0aec5ba6e9c3ec87f0e4ca1dabb95b3f948 Mon Sep 17 00:00:00 2001
From: ericalcaide <ericalcaide1@gmail.com>
Date: Mon, 17 May 2021 21:41:12 +0200
Subject: [PATCH] update results, and solve problem with devices

---
 notebooks/experiments/100_info.joblib     | Bin 59944 -> 59932 bytes
 notebooks/experiments/200_info.joblib     | Bin 53549 -> 53537 bytes
 notebooks/experiments/300_info.joblib     | Bin 73352 -> 73340 bytes
 notebooks/experiments/400_info.joblib     | Bin 98102 -> 98090 bytes
 notebooks/experiments/500_info.joblib     | Bin 118581 -> 118569 bytes
 notebooks/experiments/600_info.joblib     | Bin 137252 -> 137240 bytes
 notebooks/experiments/700_info.joblib     | Bin 171902 -> 171890 bytes
 notebooks/experiments/800_info.joblib     | Bin 185852 -> 185840 bytes
 notebooks/experiments/900_info.joblib     | Bin 205202 -> 205190 bytes
 notebooks/experiments/logs_experiment.txt | 401 ++++++++++++++++++++++
 notebooks/integrated_test.py              |   2 +-
 11 files changed, 402 insertions(+), 1 deletion(-)

diff --git a/notebooks/experiments/100_info.joblib b/notebooks/experiments/100_info.joblib
index b2295992c17c56f7023a7b5b0262e3b084306747..e8ba59ac41419c5463e5b7666711156ab4000d13 100644
GIT binary patch
delta 165
zcmZ2+g?Y{u<_VvfUagsIxo)!{F9QREk%_5=iMgeTv5A3&!Q|bH(wL%~Uo!fwVU(I|
zv2Ke1iWXx-qsjl)$zTX>)>&U}$fU^$v}EyQkB9uIMw%L!7);K3h-MK;bn}dd6F30)
CwJa(C

delta 181
zcmbPpg?Ysl<_Vvf-mRHD_rc=HGZ+Pg`571(3{4D7O^i$|jSWqVjV#S3?_`w5CcgP8
zqu&}PIU|@}AvC>4W+sz=tdqeayjf*^xgn$O<T(#EBO7dFYHny@U~Duw;US8JF!9Yj
I4<~Q{0B~zC)c^nh

diff --git a/notebooks/experiments/200_info.joblib b/notebooks/experiments/200_info.joblib
index 954f8151b0c19f0d71728207c0e9409f30c51d68..0f8f03aca4781faf73ed3751524ff37571818bcd 100644
GIT binary patch
delta 185
zcmZ3xh<V{6<_(dIjE^QqF>Vp$Wnf@1GBLF<F}E}^HZ?Rho2<wrjVZd>pUG_|(<+_G
z(Ttn<QS}&2j-DfnF1ERI4u=kt0|!w3;>l(w`E5}27@HcH6f#9H1MN;OC@p06e(6_I
V$P%d6z!Y1^5P_j|bL+_!>;M3{EK~ph

delta 195
zcmZ3uh<WWI<_(dIjL#-VF>Vp&XJBA3G%+wWF*30<1~M!SjV8-8Nn;b=?9JphlWCpK
z<Y>mt_UQU7jExGJBA9`uB^Q(yGW)*a@+&E13Dj#~iY;V_z)-!paSn$Lqs!#36Pr=2
XGBGeWv@|l9>~~TMoA~C+lPlN(uZ1pJ

diff --git a/notebooks/experiments/300_info.joblib b/notebooks/experiments/300_info.joblib
index 61ccd335cce67ea697b1a4fd5c05c3f925b1dfd8..9aceba8c8a3beb55ab8f644ca4cc7e881aefb1eb 100644
GIT binary patch
delta 190
zcmeC!%kpOr%Z81NOp7j0UVnA7051argOQ1;g^9VPiLtqb(c}sy84SVA%b3_NGips<
zcXf*miUtcqL!&~b2xg!m$pxi_%)UJQekFx0fqD&0v4so~=xR4Fy4GRC#K;Y_dGYk~
c!i@ZaC@PFCEG(vf6lRph6y7c`!kEbg08#%h{{R30

delta 239
zcmeyfhoxgL%Z81NOv^4$UVU}513v=;gQ1Cmsfm#>kTf+nH83e;ieLtcCKr?zGW)JF
z@hd503Dj#~iY;V_z*N0?5fl4mM!m_au5J-R$eLIhnHd{c7*Ec-CWA$I^Q>zfHcYJC
zKo=~Yeq5N5-yNaV(A3<_$i&dx48<9ajM$xlP|cXA=g7ESQG}6=Yr4J&Bgb@gImS=`
DKSDcL

diff --git a/notebooks/experiments/400_info.joblib b/notebooks/experiments/400_info.joblib
index 0669da616766993d9e1a9f864f7f2d5b03c214c6..a38e07e5535262ac89f6ddad39b055680fdb5322 100644
GIT binary patch
delta 219
zcmdn?k9E~Q)(!GZjF%=WFm18rWnf@1GBLF<F}E}^Ha0UbC}fIY28tyYlom4kZgcZ1
zDP#%MYha2kWQf2}+bqhwU6h&8Oq%i3bRRiJG}FwDO-xWsGZDdQ8c6MSM|no|K&C>z
h>ArG|i>LDzGV%+cT4`x9U9XT)219gvOd;bfUI1~9F_ZuR

delta 226
zcmZ4Wk9FHW)(!GZjMpYBFl}+<XJBA3G%+wWF*30<GBYtVH8Ck<ieLtcCKr?zGW%|G
z^D8N23Dj#~iY;V_z@oZYka@cxGozU_<GJY`a*SJq(bSk)n3_%Jm1mU3Cb8X8o>4uJ
iv2=Q30pn%|RGp><7G|h!S<i^uEg;p~0}2^$@d5yO^D{dD

diff --git a/notebooks/experiments/500_info.joblib b/notebooks/experiments/500_info.joblib
index 9b6cc61b5cb5b2536c02b42037a7e0216b34ca27..282d155ba89552cb82145b8e56f958efe34ed0bd 100644
GIT binary patch
delta 245
zcmdlwkA3Al_6=1`%w6G((-Wf@H`($sFfbUIm|B>aTbdY~n3@?BGDR>0#gYq33z>bF
zg!+{fvIOciFvS)!L|~|GE@0kXz|8nAjPcg=_$bCLsHT}38(E;3Rw04YG?3cuA<>NH
nNlc!C(-Wc?7f(0X$H<RnpqZf=ih*2AxD5oV-QKW|ajO6TF(x|r

delta 212
zcmZ2EkA3Sr_6=1`jD3@<nYIY?GcYh1ni!ax7@1fanHicJ8k<daV3x)v-kig{J%^d`
zT^RGdB!<bgOq-At83T<lHwGFqT_KtgSvOo_yH7Nuc@nd)AV}+?=^FbO`5h6K8yj1i
s8k-qf8Wl1{Faw>GTu@rb?90XES5n9lsMo+0TgVWBMfLWQeT-WL0DqM*JOBUy

diff --git a/notebooks/experiments/600_info.joblib b/notebooks/experiments/600_info.joblib
index d3449f62c148f43ddc83a6e3b56309231e58d9c2..a395ebd3a09cce5da028515519416dba9c894e89 100644
GIT binary patch
delta 199
zcmZ3ofn&x7jtys-7?~!YW7=ZN%fP^3WMXPzVs2?-Y;J07R>%~=3=~T)C@p06bxQUt
zDP#%MYha2kWQf2}+kBXL`(b9rv|i?{B8JHqm^KNZD6ud$nEqiRqYQ@VcDYH6CkmM#
i3WGE)n%>RA#4m`V)6B%eVES4XCTUFJ?YCK&JcR-4`7pTv

delta 239
zcmbQSfn&)Ajtys-nA!Rmr$1z7S~UICL`DHeeg*~xLlXm26C)D~OLH>|QzMH)rU+)B
zXmUYmA+xVjvR_FdOQ2o@Q*0qa1QylJ`<b`zXJ$<6Wy&j>{(zZjG1y!oG?ixN7Smr%
sWR$@ozFlk*<B3AXr_=8<Gi^q9kCCyd5sG_aneey=q<Z^#7A8+&0BM&y>Hq)$

diff --git a/notebooks/experiments/700_info.joblib b/notebooks/experiments/700_info.joblib
index 37d3cdac264f45f51f288fd13b48ae63fdaaeb81..3d2a7e04458df4662f578f656e0d4250027220a9 100644
GIT binary patch
delta 194
zcmeyjkL%Mut_|tTj6#z$n70V>GB7Y0nV4Fbm|L0{o0=GzOx9<S#uROiW!WCf!dUi+
z*{h#nau)L@R3#=BCKl6Ye`iF~2@>9Z@;l@5KE{pH3)`4B+oD=$YGhEz6u}I1LUKWA
dA+zsyCclzGmO#A*rr1J;2n@B`Q`?y&B><>_FbDtu

delta 218
zcmeygkL%w)t_|tT%wnGzr)Re@Et<^3A|TAqz`$T=Vqj`wWMXM-Xli0<WHDKnMH-uU
zb0o|5NEXJjPmF%kFMMO%;)tZz$kg1}!qCK|kST&0Xkv0fX(6-k6lK4XLY6?i2Bz3T
zh6pUGw;%k@xV(>PtHkt+-xwE9=WS==N3z)1*wWP0!qD7ox^6oYvWwsn+aueVBqad)
C6E+_J

diff --git a/notebooks/experiments/800_info.joblib b/notebooks/experiments/800_info.joblib
index 22f6bd2902f548580aa298f474915a2fd80c7cf0..01cecb533370c6c8f8700c7739a4b3bfbc8d2aeb 100644
GIT binary patch
delta 224
zcmeyfn)}0Q?hQ+snGZ=bO=sNAv}m#yi+~_60|SGRiK&H&xuuD*sfB^X<XjeMOws1q
zEbX&d7`M-6VN#Q3dNpg>Zl=YU`YlWh45oJ~FrgU$65hUDfysRq<HG6xcQI{tMzPhx
z+`^=gDS{d3lH`KYLS|o6X1|g`mO#A*rr1J;2u!t%iF&5Y+Zp#TEt8zizlVuq`tqwx
Fp#bc-I1m5;

delta 218
zcmeycn)}ac?hQ+snU6^`O+O&dv`Ltsfq}u$#K6?V$i&jv(9Fod*l2P#i!?Uz=IJc$
z(^(j|PiJ9LlV*H3eV;tj7DqJw#s;Qlg-j95KvR<oN(-5NYt;No3Rwd68kk}W86vQ#
v-o9Re$$b{nQmN_t<(U>wpS_!jAI)+TQ$u63>AQC`p}Pt!vHkgOCQc~;Z$&kO

diff --git a/notebooks/experiments/900_info.joblib b/notebooks/experiments/900_info.joblib
index 886d88dab5b28154b23dd540df6bc81224c68cc3..caaa27454d0e04a06249a043cab2cec0365af0f2 100644
GIT binary patch
delta 204
zcmbPqn5XS9&xYU3j7F3HFmJKpWnf@1GBLF<F}E}^HZw3VC}fIY28tyYlom4ko}1!V
zQpggh*T588$Pj_9w)q1~`v(@r?H^c}rUx@~t!9|~k9m_IiYg0JOQY%jkxbH<!rN;j
nnbKD=2g-u9Et=lR!px7R$jriG`f3(tbiF{~?KfGNcgg?&(j+r*

delta 198
zcmZoW%rogQ&xYU3%w{1>)9*7gFPgl7ML>w3fq}u$#K6?V$i&jv(A>b-Xz~FT87#uh
zZ&=#jurO|a!@@K@n2B%o^n1+Ai$O*RqZwgjVqq}dGm=Rfo5c3gNT&2vjG@!-GBa;R
YS72ynW-@&t3p0jJki_=0EX+G)0Kus+7XSbN

diff --git a/notebooks/experiments/logs_experiment.txt b/notebooks/experiments/logs_experiment.txt
index 6eb2a46..89c0f53 100644
--- a/notebooks/experiments/logs_experiment.txt
+++ b/notebooks/experiments/logs_experiment.txt
@@ -195,3 +195,404 @@
 
 2021-05-17 00:03:42,219 INFO MainThread root Execution has finished
 
+
+
+
+
+
+###########################################
+######## GOING IN PC ######################
+###########################################
+
+2021-05-17 21:10:18,648 INFO MainThread root Loading data
+
+2021-05-17 21:10:18,652 INFO MainThread root Data has been loaded
+
+
+=======
+
+
+2021-05-17 21:10:18,652 INFO MainThread root Assessing lengths of: [131, 233, 321, 431, 522, 605, 759, 821, 907]
+
+2021-05-17 21:10:18,675 INFO MainThread root Preparing speed tests: for device 'cpu'
+
+2021-05-17 21:10:18,689 INFO MainThread root Assessing the speed of folding algorithm at length 131
+
+2021-05-17 21:10:26,894 INFO MainThread root 8.2040116 for 1000 calls
+2021-05-17 21:10:26,894 INFO MainThread root Saving the related information at experiments/100_info.joblib
+
+2021-05-17 21:10:26,895 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:10:26,928 INFO MainThread root Assessing the speed of folding algorithm at length 233
+
+2021-05-17 21:10:39,645 INFO MainThread root 12.717207500000002 for 1000 calls
+2021-05-17 21:10:39,646 INFO MainThread root Saving the related information at experiments/200_info.joblib
+
+2021-05-17 21:10:39,647 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:10:39,687 INFO MainThread root Assessing the speed of folding algorithm at length 321
+
+2021-05-17 21:10:54,050 INFO MainThread root 14.3627316 for 1000 calls
+2021-05-17 21:10:54,050 INFO MainThread root Saving the related information at experiments/300_info.joblib
+
+2021-05-17 21:10:54,052 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:10:54,133 INFO MainThread root Assessing the speed of folding algorithm at length 431
+
+2021-05-17 21:11:12,096 INFO MainThread root 17.962692100000005 for 1000 calls
+2021-05-17 21:11:12,096 INFO MainThread root Saving the related information at experiments/400_info.joblib
+
+2021-05-17 21:11:12,097 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:11:12,151 INFO MainThread root Assessing the speed of folding algorithm at length 522
+
+2021-05-17 21:11:33,812 INFO MainThread root 21.660744499999993 for 1000 calls
+2021-05-17 21:11:33,812 INFO MainThread root Saving the related information at experiments/500_info.joblib
+
+2021-05-17 21:11:33,813 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:11:33,900 INFO MainThread root Assessing the speed of folding algorithm at length 605
+
+2021-05-17 21:11:56,424 INFO MainThread root 22.52432499999999 for 1000 calls
+2021-05-17 21:11:56,424 INFO MainThread root Saving the related information at experiments/600_info.joblib
+
+2021-05-17 21:11:56,425 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:11:56,533 INFO MainThread root Assessing the speed of folding algorithm at length 759
+
+2021-05-17 21:12:22,695 INFO MainThread root 26.162054800000007 for 1000 calls
+2021-05-17 21:12:22,695 INFO MainThread root Saving the related information at experiments/700_info.joblib
+
+2021-05-17 21:12:22,696 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:12:22,788 INFO MainThread root Assessing the speed of folding algorithm at length 821
+
+2021-05-17 21:12:52,521 INFO MainThread root 29.7326915 for 1000 calls
+2021-05-17 21:12:52,521 INFO MainThread root Saving the related information at experiments/800_info.joblib
+
+2021-05-17 21:12:52,522 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:12:52,642 INFO MainThread root Assessing the speed of folding algorithm at length 907
+
+2021-05-17 21:13:23,083 INFO MainThread root 30.4399607 for 1000 calls
+2021-05-17 21:13:23,083 INFO MainThread root Saving the related information at experiments/900_info.joblib
+
+2021-05-17 21:13:23,084 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:13:23,084 INFO MainThread root Preparing speed tests: for device device(type='cuda')
+
+2021-05-17 21:13:24,458 INFO MainThread root Assessing the speed of folding algorithm at length 131
+
+2021-05-17 21:13:46,479 INFO MainThread root 22.021532000000008 for 1000 calls
+2021-05-17 21:13:46,479 INFO MainThread root Saving the related information at experiments/100_info.joblib
+
+2021-05-17 21:13:46,480 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:13:46,717 INFO MainThread root Assessing the speed of folding algorithm at length 233
+
+2021-05-17 21:14:11,496 INFO MainThread root 24.778391400000004 for 1000 calls
+2021-05-17 21:14:11,496 INFO MainThread root Saving the related information at experiments/200_info.joblib
+
+2021-05-17 21:14:11,496 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:14:11,798 INFO MainThread root Assessing the speed of folding algorithm at length 321
+
+2021-05-17 21:14:38,259 INFO MainThread root 26.460882500000025 for 1000 calls
+2021-05-17 21:14:38,259 INFO MainThread root Saving the related information at experiments/300_info.joblib
+
+2021-05-17 21:14:38,260 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:14:38,651 INFO MainThread root Assessing the speed of folding algorithm at length 431
+
+2021-05-17 21:15:08,505 INFO MainThread root 29.854093499999976 for 1000 calls
+2021-05-17 21:15:08,505 INFO MainThread root Saving the related information at experiments/400_info.joblib
+
+2021-05-17 21:15:08,506 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:15:08,980 INFO MainThread root Assessing the speed of folding algorithm at length 522
+
+2021-05-17 21:15:40,455 INFO MainThread root 31.47477570000001 for 1000 calls
+2021-05-17 21:15:40,455 INFO MainThread root Saving the related information at experiments/500_info.joblib
+
+2021-05-17 21:15:40,456 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:15:41,006 INFO MainThread root Assessing the speed of folding algorithm at length 605
+
+2021-05-17 21:16:15,728 INFO MainThread root 34.72174320000005 for 1000 calls
+2021-05-17 21:16:15,728 INFO MainThread root Saving the related information at experiments/600_info.joblib
+
+2021-05-17 21:16:15,729 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:16:16,434 INFO MainThread root Assessing the speed of folding algorithm at length 759
+
+2021-05-17 21:16:55,362 INFO MainThread root 38.927713400000016 for 1000 calls
+2021-05-17 21:16:55,362 INFO MainThread root Saving the related information at experiments/700_info.joblib
+
+2021-05-17 21:16:55,363 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:16:56,168 INFO MainThread root Assessing the speed of folding algorithm at length 821
+
+2021-05-17 21:17:36,475 INFO MainThread root 40.306417099999976 for 1000 calls
+2021-05-17 21:17:36,475 INFO MainThread root Saving the related information at experiments/800_info.joblib
+
+2021-05-17 21:17:36,476 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:17:37,323 INFO MainThread root Assessing the speed of folding algorithm at length 907
+
+2021-05-17 21:18:20,420 INFO MainThread root 43.09682120000002 for 1000 calls
+2021-05-17 21:18:20,420 INFO MainThread root Saving the related information at experiments/900_info.joblib
+
+2021-05-17 21:18:20,421 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:18:20,421 INFO MainThread root Execution has finished
+
+2021-05-17 21:23:20,762 INFO MainThread root Loading data
+
+2021-05-17 21:23:20,766 INFO MainThread root Data has been loaded
+
+
+=======
+
+
+2021-05-17 21:23:20,766 INFO MainThread root Assessing lengths of: [131, 233, 321, 431, 522, 605, 759, 821, 907]
+
+2021-05-17 21:23:20,790 INFO MainThread root Preparing speed tests: for device 'cpu'
+
+2021-05-17 21:23:20,805 INFO MainThread root Assessing the speed of folding algorithm at length 131
+
+2021-05-17 21:23:30,109 INFO MainThread root 9.3037055 for 1000 calls
+2021-05-17 21:23:30,109 INFO MainThread root Saving the related information at experiments/100_info.joblib
+
+2021-05-17 21:23:30,110 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:23:30,133 INFO MainThread root Assessing the speed of folding algorithm at length 233
+
+2021-05-17 21:23:41,516 INFO MainThread root 11.3831459 for 1000 calls
+2021-05-17 21:23:41,516 INFO MainThread root Saving the related information at experiments/200_info.joblib
+
+2021-05-17 21:23:41,517 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:23:41,556 INFO MainThread root Assessing the speed of folding algorithm at length 321
+
+2021-05-17 21:23:54,628 INFO MainThread root 13.0718986 for 1000 calls
+2021-05-17 21:23:54,628 INFO MainThread root Saving the related information at experiments/300_info.joblib
+
+2021-05-17 21:23:54,629 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:23:54,677 INFO MainThread root Assessing the speed of folding algorithm at length 431
+
+2021-05-17 21:24:12,374 INFO MainThread root 17.697089599999998 for 1000 calls
+2021-05-17 21:24:12,374 INFO MainThread root Saving the related information at experiments/400_info.joblib
+
+2021-05-17 21:24:12,376 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:24:12,428 INFO MainThread root Assessing the speed of folding algorithm at length 522
+
+2021-05-17 21:24:31,660 INFO MainThread root 19.231765099999997 for 1000 calls
+2021-05-17 21:24:31,660 INFO MainThread root Saving the related information at experiments/500_info.joblib
+
+2021-05-17 21:24:31,661 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:24:31,736 INFO MainThread root Assessing the speed of folding algorithm at length 605
+
+2021-05-17 21:24:54,659 INFO MainThread root 22.923431499999992 for 1000 calls
+2021-05-17 21:24:54,659 INFO MainThread root Saving the related information at experiments/600_info.joblib
+
+2021-05-17 21:24:54,660 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:24:54,737 INFO MainThread root Assessing the speed of folding algorithm at length 759
+
+2021-05-17 21:25:23,998 INFO MainThread root 29.2606885 for 1000 calls
+2021-05-17 21:25:23,998 INFO MainThread root Saving the related information at experiments/700_info.joblib
+
+2021-05-17 21:25:23,999 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:25:24,124 INFO MainThread root Assessing the speed of folding algorithm at length 821
+
+2021-05-17 21:25:56,183 INFO MainThread root 32.05773789999999 for 1000 calls
+2021-05-17 21:25:56,183 INFO MainThread root Saving the related information at experiments/800_info.joblib
+
+2021-05-17 21:25:56,184 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:25:56,328 INFO MainThread root Assessing the speed of folding algorithm at length 907
+
+2021-05-17 21:26:31,964 INFO MainThread root 35.63629950000001 for 1000 calls
+2021-05-17 21:26:31,965 INFO MainThread root Saving the related information at experiments/900_info.joblib
+
+2021-05-17 21:26:31,966 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:26:31,966 INFO MainThread root Preparing speed tests: for device device(type='cuda')
+
+2021-05-17 21:26:33,341 INFO MainThread root Assessing the speed of folding algorithm at length 131
+
+2021-05-17 21:26:52,992 INFO MainThread root 19.65086820000002 for 1000 calls
+2021-05-17 21:26:52,992 INFO MainThread root Saving the related information at experiments/100_info.joblib
+
+2021-05-17 21:26:52,993 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:26:53,214 INFO MainThread root Assessing the speed of folding algorithm at length 233
+
+2021-05-17 21:27:17,255 INFO MainThread root 24.04035350000001 for 1000 calls
+2021-05-17 21:27:17,255 INFO MainThread root Saving the related information at experiments/200_info.joblib
+
+2021-05-17 21:27:17,256 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:27:17,549 INFO MainThread root Assessing the speed of folding algorithm at length 321
+
+2021-05-17 21:27:41,149 INFO MainThread root 23.599844200000007 for 1000 calls
+2021-05-17 21:27:41,149 INFO MainThread root Saving the related information at experiments/300_info.joblib
+
+2021-05-17 21:27:41,150 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:27:41,585 INFO MainThread root Assessing the speed of folding algorithm at length 431
+
+2021-05-17 21:28:05,462 INFO MainThread root 23.876999000000012 for 1000 calls
+2021-05-17 21:28:05,462 INFO MainThread root Saving the related information at experiments/400_info.joblib
+
+2021-05-17 21:28:05,463 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:28:05,938 INFO MainThread root Assessing the speed of folding algorithm at length 522
+
+2021-05-17 21:28:30,900 INFO MainThread root 24.961173700000018 for 1000 calls
+2021-05-17 21:28:30,900 INFO MainThread root Saving the related information at experiments/500_info.joblib
+
+2021-05-17 21:28:30,901 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:28:31,557 INFO MainThread root Assessing the speed of folding algorithm at length 605
+
+2021-05-17 21:28:57,801 INFO MainThread root 26.243291299999953 for 1000 calls
+2021-05-17 21:28:57,801 INFO MainThread root Saving the related information at experiments/600_info.joblib
+
+2021-05-17 21:28:57,802 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:28:58,523 INFO MainThread root Assessing the speed of folding algorithm at length 759
+
+2021-05-17 21:29:25,805 INFO MainThread root 27.282618500000012 for 1000 calls
+2021-05-17 21:29:25,806 INFO MainThread root Saving the related information at experiments/700_info.joblib
+
+2021-05-17 21:29:25,807 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:29:26,553 INFO MainThread root Assessing the speed of folding algorithm at length 821
+
+2021-05-17 21:29:54,670 INFO MainThread root 28.1167504 for 1000 calls
+2021-05-17 21:29:54,670 INFO MainThread root Saving the related information at experiments/800_info.joblib
+
+2021-05-17 21:29:54,671 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:29:55,723 INFO MainThread root Assessing the speed of folding algorithm at length 907
+
+2021-05-17 21:30:24,822 INFO MainThread root 29.098884700000042 for 1000 calls
+2021-05-17 21:30:24,822 INFO MainThread root Saving the related information at experiments/900_info.joblib
+
+2021-05-17 21:30:24,823 INFO MainThread root 
+
+=======
+
+
+2021-05-17 21:30:24,823 INFO MainThread root Execution has finished
+
diff --git a/notebooks/integrated_test.py b/notebooks/integrated_test.py
index 0db76e0..aba0d70 100644
--- a/notebooks/integrated_test.py
+++ b/notebooks/integrated_test.py
@@ -67,7 +67,7 @@
 
             logger.info("Assessing the speed of folding algorithm at length "+str(len(seq))+"\n")
 
-            logger.info( str( timeit.timeit('mp_nerf.proteins.protein_fold(**scaffolds, device=device)',
+            logger.info( str( timeit.timeit('mp_nerf.proteins.protein_fold(**scaffolds, device=device, hybrid=True)',
             	                             globals=globals(), number=1000) )+" for 1000 calls" )
 
             logger.info("Saving the related information at {0}{1}_info.joblib\n".format(