Fabio Ruini's blog

L’allegra combriccola di via Bertolè (un emiliano, un romano non de Roma, una tedesca e una albanese, mancava il casertano) ha mosso i suoi primi passi assieme fuori dalle sedici mura domestiche (abbiamo un appartamento dalla forma un po’ strana, me ne rendo conto…). Destinazione multisala Jolly, alias un cinema squalliduccio nei pressi della stazione Tiburtina. Dopo non so quanto tempo di astinenza, il sottoscritto é tornato a sedersi su una poltroncina a guardarsi un film. Che, per fortuna (dato che non mi va), non è neanche che si possa commentare più di tanto.

Il film è “Anplagghed al cinema” degli inossidabili Aldo, Giovanni e Giacomo. Uddio, che un pochino forse si tanno ossidando però. Film gradevole, montato con spezzoni ritagliati da vari spettacoli teatrali del trio, e alcune scene a dir poco esilaranti. Però, non so. Nel complesso mi pare un po’ “roba già vista”. Che mi stia iniziando a stancare il loro tipo di comicità? Può darsi. Ad ogni modo le mie grasse risate ieri sera me le sono fatte. E magari me le farò anche al loro prossimo film, poi a quello dopo ancora, ecc ecc…

Comments(4)

Il modello su cui sto lavorando, in qualche modo, vorrebbe arrivare a replicare alcune delle dinamiche che conducono gli esseri animali a degli stati di depressione patologica. In psicologia, una delle definizioni più comunemente accettate di “depressione” è quella che identifica come manifestazione di questa patologia l’incapacità di prendere decisioni. L’inattività in qualche modo.

Dunque, nel mio The Predator, in qualche modo deve accadere che gli organismi cercatori di cibo arrivino, di tanto in tanto, a “paralizzarsi”. Facile, sulla carta. Nella pratica, però, il problema non è così banale come potrebbe sembrare. Questo perchè il comportamento degli organismi non viene appreso per imitazione, nè tantomeno è “hardwirato”. E’ “il dio degli algoritmi genetici” (cit. Parisi), che deve metterci lo zampino. E, come dovrebbe essere abbastanza intuitivo, lo stare fermi è un comportamento del tutto antiadattivo. Dunque, per quale motivo dovrebbe evolvere, nel corso delle generazioni, un comportamento di paralisi?

Beh, finalmente, dopo quasi un mese e mezzo di lavoro, ho avuto un’intuizione intelligente. Ho modificato il modello, facendo in modo che la “mossa” codificata dall’output della rete neurale 00 non significasse più semplicemente “rimani fermo”, ma anche “nasconditi”. Se pensiamo ad un prato con l’erba piuttosto lunga, potremmo immaginare che la nostra preda, con lo 00, si accovacci su se stessa, sfuggendo alla vista del predatore. Per come ho modificato il modello, infatti, se la preda si accovaccia, il predatore smette di vederla. Il movimento che esso compie risulta essere del tutto casuale e può quindi allontanarlo dalla preda. E’ così che questo “paralizzarsi” della preda (che in natura viene chiamato “freezing”) diventa un qualcosa di adattivo.

I risultati ottenuti mi hanno dato ragione. Questo è il raffronto, in termini di fitness media, tra le tre situazioni sperimentali esaminate finora (1: organismi con semplice rete neurale feedforward; 2: organismi dotati di unità motivazionali aggiuntive; 3: organismi dotati di unità motivazionali aggiuntive ed in grado di “nascondersi”):

Il miglioramento di fitness che si ottiene è decisamente rilevante.

Ci sarebbero anche altre cose da sottolineare, ma con questa maledetta connessione in GPRS che devo utilizzare da casa, rischierei di finire domattina. Quindi, tanto vale scrivere direttamente domattina dall’ufficio…

Comments(0)

E’ nata. La “bestia perfetta”. Che d’accordo, proprio perfetta non è, ma che finalmente ha un comportamento decisamente sensato ed efficace. D’altronde, ogni scarrafone è bello a mamma soja. E’ un’ottima cercatrice di cibo la mia bambina. Riguardo a quanto sia in grado di fuggire in maniera efficiente da quel cattivone del predatore non lo so. In questo caso, purtroppo, il predatore è comparso solo al 92′ passo e la mia bestiolina, che gli era un po’ lontana, se ne è beatamente sbattuta i cosiddetti (che per inciso non ha, dato che si riproduce per clonazione). Ma mi piace anche questo suo menefreghismo. Sì, sì… mi ci rivedo in questa bestiolina.

Tenetevi a mente la legenda che segue:

• - : cella vuota;
• F : unità di cibo;
• n/e/s/w : la mia bestiolina (l’iniziale indica la sua direzione lungo i quattro assi: north, east, sud, west);
• 00/01/10/11 : le quattro possibili mosse della bestiaccia (00: fermo, 01: ruota di 90° in senso orario; 10: ruota di 90° in senso antiorario; 11: muovi avanti di una cella);
• X: il predatore;

e guardate voi stessi quanto è stata brava la mia figliola prediletta a muoversi in questo ambiente…

Porco boia… ho un desiderio di paternità latente, mi sa! :-D

Step number: 0
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NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
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s – - – F – - F – - – - – F –
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- F – - – - F – - F – - – - –
F – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
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- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 1
Food captured: 0
NN output: 1 – 1
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- – F – - – - – - – - – - – -
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s – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
F – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
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- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 2
Food captured: 0
NN output: 1 – 1
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- – F – - – - – - – - – - – -
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s F – - – - F – - F – - – - –
F – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 3
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
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- – - – F – - F – - – - – F –
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- F – - – - F – - F – - – - –
s – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 4
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
s F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 5
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
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- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
s F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 6
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
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- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
s – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 7
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
s – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 8
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
s F F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 9
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
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- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
s – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 10
Food captured: 1
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
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- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
e – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 11
Food captured: 1
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- e – - – - – F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 12
Food captured: 1
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- F F F – - F – F – - – - – -
- n – - – - – F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 13
Food captured: 2
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- n F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 14
Food captured: 2
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- e F F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 15
Food captured: 3
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – e F – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 16
Food captured: 4
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - e – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 17
Food captured: 4
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - s – - F – F – - – - – -
- – - – - – - F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 18
Food captured: 4
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - s – - – F – - – - – - –
- – F F – - F – - – - – F – -

Step number: 19
Food captured: 5
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – F s – - F – - – - – F – -

Step number: 20
Food captured: 5
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – F w – - F – - – - – F – -

Step number: 21
Food captured: 6
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – w – - – F – - – - – F – -

Step number: 22
Food captured: 6
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – n – - – F – - – - – F – -

Step number: 23
Food captured: 6
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – e – - – F – - – - – F – -

Step number: 24
Food captured: 6
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – - e – - F – - – - – F – -

Step number: 25
Food captured: 6
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – - – e – F – - – - – F – -

Step number: 26
Food captured: 6
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – - – - e F – - – - – F – -

Step number: 27
Food captured: 7
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – - – - – e – - – - – F – -

Step number: 28
Food captured: 7
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – - F – - – - – - –
- – - – - – n – - – - – F – -

Step number: 29
Food captured: 7
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – F – F – - – - – -
- – - – - – n F – - – - – - –
- – - – - – - – - – - – F – -

Step number: 30
Food captured: 8
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – n – F – - – - – -
- – - – - – - F – - – - – - –
- – - – - – - – - – - – F – -

Step number: 31
Food captured: 8
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – e – F – - – - – -
- – - – - – - F – - – - – - –
- – - – - – - – - – - – F – -

Step number: 32
Food captured: 8
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - e F – - – - – -
- – - – - – - F – - – - – - –
- – - – - – - – - – - – F – -

Step number: 33
Food captured: 9
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – e – - – - – -
- – - – - – - F – - – - – - –
- – - – - – - – - – - – F – -

Step number: 34
Food captured: 9
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – s – - – - – -
- – - – - – - F – - – - – - –
- – - – - – - – - – - – F – -

Step number: 35
Food captured: 9
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - F s – - – - – -
- – - – - – - – - – - – F – -

Step number: 36
Food captured: 9
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - F w – - – - – -
- – - – - – - – - – - – F – -

Step number: 37
Food captured: 10
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - w – - – - – - –
- – - – - – - – - – - – F – -

Step number: 38
Food captured: 10
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - n – - – - – - –
- – - – - – - – - – - – F – -

Step number: 39
Food captured: 10
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - n – - – - – - –
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 40
Food captured: 10
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - F – F F F – - F
- – - – - – - n – - – - – - –
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 41
Food captured: 11
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - F – - – - F –
- – - – - – - n – F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 42
Food captured: 11
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – n F – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 43
Food captured: 11
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – e F – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 44
Food captured: 12
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - e – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 45
Food captured: 12
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - F – - – F – -
- F – - – - – - n – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 46
Food captured: 13
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F – - – F – - –
- F – - F F – - n – - – F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 47
Food captured: 13
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F n – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 48
Food captured: 13
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - F w – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 49
Food captured: 14
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - w – - – F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 50
Food captured: 14
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F – - F – - – - –
- – - – - – - n – - – F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 51
Food captured: 14
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F n – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 52
Food captured: 14
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - F w – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 53
Food captured: 15
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - w – - F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 54
Food captured: 15
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - n – - F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 55
Food captured: 15
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – n – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 56
Food captured: 15
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – e – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 57
Food captured: 15
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - e – - – F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 58
Food captured: 15
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – e – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 59
Food captured: 15
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F – - – - – F –
- – - – - – - – n – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 60
Food captured: 15
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F n – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 61
Food captured: 15
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - F w – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 62
Food captured: 16
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – - w – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 63
Food captured: 16
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F – w – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 64
Food captured: 16
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – F w – - – - – - – F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 65
Food captured: 17
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – w – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 66
Food captured: 17
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – s – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 67
Food captured: 17
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – s – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 68
Food captured: 17
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - s – - – - F – - – - –
- – - – - – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 69
Food captured: 17
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – s – - – - – - F – - –
- F – - F F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 70
Food captured: 18
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - s F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 71
Food captured: 18
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - e F – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 72
Food captured: 19
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - – e – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 73
Food captured: 19
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - – s – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 74
Food captured: 19
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - – w – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 75
Food captured: 19
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – - w – - – - – - – F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 76
Food captured: 19
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F – w – - – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 77
Food captured: 19
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- F w – - – - – - – - – F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 78
Food captured: 20
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- w – - – - – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 79
Food captured: 20
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- s – - – - – - – - – - F – -
- F – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 80
Food captured: 21
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- s – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 81
Food captured: 21
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- w – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 82
Food captured: 21
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- n – - – - – - – - – - – F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 83
Food captured: 21
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- n – - – - – - – - – - F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 84
Food captured: 21
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- F – - – - – - – F – - – - –
- n – - – - – - – - – F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 85
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- n – - – - – - – F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 86
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- n – - – - – - – - – F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 87
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- n – - – - – - – - – - – F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 88
Food captured: 22
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- e – - – - – - – - – - – F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 89
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – e – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 90
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - e – - – - – - – - – F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 91
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – e – - – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 92
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - e – - – - – - – F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 93
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – e – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 94
Food captured: 22
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – n – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – - X – - – - – - F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 95
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – n – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - – - – - F – - –
- – - – X – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 96
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – - – - – - – - – -
- – - – - – n – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – X – - – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 97
Food captured: 22
NN output: 1 – 1
- – - – - F – - – - – - – - –
- – F – - – n – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - X – - – - – F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 98
Food captured: 22
NN output: 1 – 0
- – - – - F – - – - – - – - –
- – F – - – w – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – X – - – - F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Step number: 99
Food captured: 22
NN output: 0 – 1
- – - – - F – - – - – - – - –
- – F – - – n – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - F –
- – - – - – - – - – - F – - –
- – - – - – - – - F – - – - –
- – - – - – - X – - – F – - –
- – - – - – - – - – - – F – -
- – - – - – - – - – - – - F –
- – - – - – - – - F F F – - F
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – - – -
- – - – - – - – - – - – F – -

Sì, un giorno sarà pure più agevole da visualizzare, lo prometto. Arriverà qui dentro sotto forma di filmatino di YouTube. Ma per il momento, un po’ di sano allenamento del dito indice per scrollare la rotellina del mouse non può che far bene…

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Maledetto. Maledettissimo coso di plastica e silicio. Maledetto che non sei altro.

Mi vuoi spiegare perchè, dopo due ore che ti coccolo controllando uno per uno i tuoi ingranaggi, sfiorando con delicatezza ogni tuo sensore, ruotando con grazia ogni tue vite, tu non ne vuoi proprio sapere di piegare quella tua maledetta testolina? E perchè ti limiti ad accendere quei tuoi occhioni leddosi, emettendo il rumore di un ingranaggio che si sta per spaccare ogni qualvolta ti sfioro, invece che compiere il corretto movimento di piegare la testa in avanti, come ad inchinarti di fronte a colui (ossia il sottoscritto) che con si tanta pazienza ti ha dato sembianze umanoidi?

Metto tutto sul conto, caro I-Droid 01. Ma il prossimo weekend io e te ci rivediamo. Altrochè se ci rivediamo…

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Ieri sera é venuta a trovarmi qui a Roma mia mamma, accompagnata dal compagno (questo per definizione di “compagno”, ossia “colui che accompagna”). Sono arrivati un po’ tardi, essendo partiti da Reggio Emilia nel pomeriggio. Così, uscito dal lavoro ho fatto giusto in tempo ad andarli a recuperare alla stazione (per me ancora è un mistero il come abbiano fatto a pescare un treno che li portasse alla Tiburtina e non a Termini), accompagnarli all’hotel ed andare a mangiare qualcosa insieme. Ci è voluto più di un mese, ma finalmente il sottoscritto è riuscito a “mangiare romano”. In una trattoria veramente rustica. Ma dove fanno da mangiare in maniera spettacolare. Polpette di pollo come antipasto, rigatoni all’amatriciana, saltimbocca alla romana, trippa (semplicemente favolosa), abbacchio con patate arrosto (inclassificabile, ma in senso buono), un altro secondo che al momento non ricordo, torta di limone, caffè e amaro (abruzzese, questo… per quanto la gente di Roma sembri tutta romana, si scopre sempre che orginario di lì non c’è praticamente nessuno). E abbiamo pure speso una fischiata. L’unico inconveniente è accaduto verso le 22.50, quando mi sono ricordato che la metro chiude alle 23.00. Mettersi a correre con tutta la succitata roba nello stomaco non è una bella esperienza. Davvero, ve la sconsiglio di cuore.

Comunque sia, smaltite nella notte le mie questioni stomaco-intestinali, stamane la sveglia ha suonato presto. Partenza da Castro Pretorio alla volta di Porta Pia. Poi via a piedi in direzione Quirinale, con fermata obbligatoria in tutte (sottolineo tutte e, credetemi, sono davvero tante) le chiese incrociate lungo il cammino, compresa una nella quale era appena finito un matrimonio e dove ci siamo uniti nell’applauso agli sposi. Sto provando a fare un riepilogo di tutto quello che abbiamo visto oggi, ma i nomi delle varie chiese proprio non me li ricordo. In ordine più o meno sparso, comunque, abbiamo visitato: Porta Pia, la piazza del Quirinale, la galleria Alberto Sordi (non proprio un’attrattiva storico-culturale, ma comunque molto carina), la piazza di Palazzo Chigi, quella di Montecitorio, la Fontana di Trevi, il Pantheon, Piazza Venezia, il Vittoriano/Altare della Patria, il carcere mamertino, la via dei fori imperiali e il Colosseo.

Tutto semplicemente splendido. Ma dire questo è scontato. In particolare mi sono piaciute da morire due cose.

In primis il Museo Centrale del Risorgimento Italiano, ospitato all’interno del Vittoriano. Un pezzo di storia (pre)italiana a tratti commovente. Spettacolare la teca all’interno della quale è contenuto lo stivale che aveva indosso Garibaldi quando venne centrato da un colpo d’arma da fuoco

In secondo luogo, strasuggestivo il carcere mamertino. Vista l’ora tarda ed il fatto che in quanto a religione non sono mai stato particolarmente ferrato, lascio che sia Wikipedia a scrivere al posto mio:

Non esistono prove certe della permanenza di San Pietro e San Paolo. La tradizione è comunque molto antica e la trasformazione del carcere in chiesa (chiesa di San Pietro in carcere) si fa risalire al quarto secolo d.C. per volere di papa Silvestro I.
La leggenda vuole che S.Pietro, scendendo nel Tullianum, cadde battendo il capo contro la parete lasciando in tal modo la propria impronta nella pietra (dal 1720 protetta da una grata). Rinchiusi nella segreta, assieme ad atri seguaci, i due apostoli fecero scaturire miracolosamente una polla d’acqua e riuscirono a convertire e battezzare i custodi delle carceri , Processo e Martiniano, martiri a loro volta. I due apostoli non furono uccisi qui perché San Pietro fu condotto sul colle Vaticano e San Paolo alle Acque Salvie (l’attuale Abbazia delle Tre Fontane).

Sto rileggendo questo post, prima di pubblicarlo. E, non so perchè, la prima parte mi dà molto l’impressione del “tema della medie”. Evidentemente, a stare con la mia cara mammina tutto il giorno, si è risvegliata la componente infantile che c’è in me. Ed è pure bello scoprire che questa parte di me c’è sempre.

Italiani eterni mammoni, dunque? Sì, e con vanto! :-)

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