-
Notifications
You must be signed in to change notification settings - Fork 3
/
Copy pathparameters.nb
704 lines (652 loc) · 31.5 KB
/
parameters.nb
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
(* Content-type: application/vnd.wolfram.mathematica *)
(*** Wolfram Notebook File ***)
(* http://www.wolfram.com/nb *)
(* CreatedBy='Mathematica 12.0' *)
(*CacheID: 234*)
(* Internal cache information:
NotebookFileLineBreakTest
NotebookFileLineBreakTest
NotebookDataPosition[ 158, 7]
NotebookDataLength[ 32060, 696]
NotebookOptionsPosition[ 28095, 626]
NotebookOutlinePosition[ 28430, 641]
CellTagsIndexPosition[ 28387, 638]
WindowFrame->Normal*)
(* Beginning of Notebook Content *)
Notebook[{
Cell[BoxData[
RowBox[{
RowBox[{"Epochs", "=", "50"}], ";"}]], "Input",
CellChangeTimes->{{3.771640842420231*^9, 3.771640846930098*^9},
3.7718216580556192`*^9, {3.771823372190504*^9, 3.7718233724483833`*^9},
3.771883950831028*^9, 3.771905681103599*^9, {3.772421535880596*^9,
3.772421536232338*^9}, 3.775265216851429*^9, {3.7752691789075193`*^9,
3.775269179209156*^9}, {3.7752697806730127`*^9, 3.775269780956676*^9},
3.775343824689742*^9, {3.775783023375661*^9, 3.775783023773142*^9},
3.776487983896063*^9, 3.776553862344225*^9, 3.7765569763479557`*^9,
3.7765594043138227`*^9, 3.776633433022156*^9, 3.776633582415717*^9, {
3.776637466584749*^9, 3.776637468184474*^9}, 3.77663805811259*^9, {
3.776638730291296*^9, 3.776638730512973*^9}, 3.777071061145691*^9, {
3.777154327158169*^9, 3.777154328659931*^9}, 3.777170380644224*^9, {
3.7797448264800797`*^9, 3.779744826733746*^9}, {3.7797474795240803`*^9,
3.779747479775463*^9}},
CellLabel->"In[1]:=",ExpressionUUID->"a4c365b7-6c68-429f-a69d-470d15e5af3f"],
Cell[BoxData[
RowBox[{
RowBox[{"BS", "=", "4"}], ";"}]], "Input",
CellChangeTimes->{{3.7716407314598227`*^9, 3.771640733748561*^9},
3.7716408203096857`*^9, 3.771794048879773*^9, 3.771798163693268*^9, {
3.771823345794915*^9, 3.77182336626712*^9}, 3.772418941112911*^9,
3.775269177022689*^9, 3.775779037004527*^9, {3.775790592801244*^9,
3.7757905931829*^9}, {3.775790734418604*^9, 3.775790734897872*^9}, {
3.776132537473646*^9, 3.776132537602467*^9}, {3.776133643556786*^9,
3.776133643653191*^9}, {3.776134832462283*^9, 3.776134832588361*^9}, {
3.776562471421403*^9, 3.776562471546774*^9}, {3.776565780758477*^9,
3.776565783748776*^9}, {3.777071064825535*^9, 3.777071064944449*^9}, {
3.777154333621969*^9, 3.777154335348398*^9}, {3.777170373348237*^9,
3.777170376561594*^9}, 3.7796853247057753`*^9, 3.779686398889515*^9,
3.779744823538041*^9},
CellLabel->"In[2]:=",ExpressionUUID->"452a7dfd-a8d3-4599-a743-88be5b341ef6"],
Cell[BoxData[
RowBox[{
RowBox[{"FNver", "=", "\"\<2\>\""}], ";"}]], "Input",
CellChangeTimes->{3.775191802042563*^9, 3.77715454669567*^9,
3.779402060723456*^9, 3.779682159965514*^9, 3.792458827208604*^9},
CellLabel->"In[3]:=",ExpressionUUID->"f07c4943-25e4-4ba3-8ff5-b36db46560ca"],
Cell[BoxData[
RowBox[{
RowBox[{"Dir", "=", "\"\<T\>\""}], ";", " ",
RowBox[{"(*", " ",
RowBox[{"slicing", " ", "direction", " ",
RowBox[{
RowBox[{"T", "/", "S"}], "/", "C"}]}], " ", "*)"}]}]], "Input",
CellChangeTimes->{
3.7717103564258347`*^9, 3.771721237267556*^9, 3.771726201764853*^9,
3.771728127026204*^9, 3.77173348726996*^9, 3.7717375928805*^9,
3.77179821852387*^9, 3.7718161116175613`*^9, 3.772221624270982*^9,
3.7722241477988663`*^9, 3.772226441281605*^9, 3.7722345073406677`*^9,
3.772309715792119*^9, 3.772319261270832*^9, 3.772334239198801*^9,
3.772416908652979*^9, 3.772417112975959*^9, 3.772424713234171*^9,
3.772427812018833*^9, 3.772509986645632*^9, 3.7727429004239607`*^9,
3.772746638224752*^9, 3.7727636393441067`*^9, 3.772769688824107*^9,
3.772774363916024*^9, 3.772837537643136*^9, 3.772926890417109*^9, {
3.772936396144917*^9, 3.772936423456464*^9}, 3.772937648264018*^9,
3.772941332465036*^9, 3.773002796060961*^9, 3.773007742476366*^9,
3.77301441129179*^9, 3.773088869944821*^9, 3.773095759783739*^9,
3.773102745290483*^9, 3.773107502748653*^9, 3.773115048447424*^9,
3.7731216186095247`*^9, 3.775191795481536*^9, 3.775271201784437*^9,
3.7752727107402353`*^9, 3.775278687150573*^9, 3.775793665157277*^9, {
3.775794799068962*^9, 3.775794832059105*^9}, 3.775798221240294*^9,
3.775877596786654*^9, 3.776567356470499*^9, {3.7765685833112583`*^9,
3.7765685837282257`*^9}, 3.776571004716119*^9, 3.776571072909103*^9,
3.77657148304218*^9, 3.776571673763742*^9, 3.776633436864223*^9, {
3.7766387343847637`*^9, 3.7766387389151993`*^9}, 3.7766401679665422`*^9, {
3.776644072954685*^9, 3.7766440751125174`*^9}, 3.776644436221551*^9,
3.776645099247764*^9, 3.77664527403498*^9, 3.7766455326928043`*^9,
3.7770757273395777`*^9, 3.7770799249040823`*^9, 3.777154340000183*^9,
3.777156114449263*^9, 3.7771561949599667`*^9, {3.777158968813767*^9,
3.7771589823647013`*^9}, 3.777171766528319*^9, 3.777172009523695*^9,
3.7771726980248327`*^9, {3.7771728600737057`*^9, 3.777172875655366*^9},
3.777173588509391*^9, 3.7771744596492033`*^9, 3.777174595423634*^9,
3.7771752239733458`*^9, 3.777175678792967*^9, 3.777176311312407*^9,
3.777176435248292*^9, 3.777176484703836*^9, 3.777243899284648*^9,
3.7772485295396767`*^9, 3.777326060531006*^9, 3.7773271215775213`*^9,
3.777327198567915*^9, 3.7794037287673388`*^9, 3.77941570345457*^9,
3.779416909303755*^9, 3.77941803829277*^9, 3.77941874834271*^9,
3.779420861937521*^9, 3.779422712255093*^9, 3.7794266445586*^9,
3.779486491891613*^9, 3.779488968113665*^9, 3.779490322139744*^9,
3.7794938963732033`*^9, 3.779495857314453*^9, 3.779497329704411*^9,
3.779583351999117*^9, 3.779588352636032*^9, 3.779591386955121*^9,
3.77959933165746*^9, 3.7796572229469852`*^9, 3.779678961786792*^9,
3.7797579217082853`*^9, 3.77975919469207*^9, 3.77976093051504*^9,
3.779762501055435*^9, 3.7797637874443703`*^9, 3.779765100620612*^9,
3.779766565063958*^9, 3.779768191305705*^9, 3.7797696221939774`*^9,
3.7797707819564257`*^9, 3.779771265228764*^9, 3.779771527052455*^9,
3.779771736560115*^9, 3.779772429241023*^9, 3.7800862952769136`*^9,
3.780086807954646*^9, {3.78008733815007*^9, 3.78008734200359*^9},
3.780087910538801*^9, 3.7800884466868143`*^9, 3.7800889600399733`*^9,
3.78009267896313*^9, 3.780096843165189*^9, 3.780098130191649*^9,
3.780099434220895*^9, 3.7800999234887123`*^9, 3.780100465265799*^9,
3.7801017409591427`*^9, 3.78010388979228*^9, 3.7801051646009693`*^9,
3.7801056279440813`*^9, 3.780106322466446*^9, 3.7838030742773*^9,
3.783803859276813*^9, 3.783804653105439*^9, 3.783806712479259*^9,
3.783806940497438*^9, 3.783808246009523*^9, 3.783809146543091*^9,
3.783810141830669*^9, 3.7838156398990803`*^9, 3.783820186167737*^9, {
3.79245881071161*^9, 3.792458821587796*^9}},
CellLabel->"In[4]:=",ExpressionUUID->"21111c66-590b-43df-9a88-06c1a9704c88"],
Cell[BoxData[
RowBox[{
RowBox[{"ARCH", "=", "\"\<arch01\>\""}], ";"}]], "Input",
CellChangeTimes->{{3.771710557051099*^9, 3.771710566651588*^9},
3.7717280946903257`*^9, 3.7717980368562803`*^9, 3.771816106625496*^9,
3.771818530609764*^9, 3.7718212875715723`*^9, 3.771823327698805*^9,
3.7725081956641197`*^9, 3.772769686588686*^9, {3.7729268878578787`*^9,
3.772926888447123*^9}, 3.773002800494505*^9, {3.773088845017303*^9,
3.773088846983885*^9}, {3.7730957640251827`*^9, 3.77309576719322*^9},
3.773102749642682*^9, 3.77310750705586*^9, 3.77311504577588*^9,
3.7731216211997967`*^9, {3.775191791001543*^9, 3.775191792185419*^9},
3.775269193979598*^9, 3.775269788702627*^9, 3.775785045591442*^9,
3.775790544178998*^9, 3.776131402312489*^9, 3.7761392764469557`*^9,
3.77648445780538*^9, 3.776550391063978*^9, {3.7765696241792727`*^9,
3.776569624895556*^9}, 3.776571112443078*^9, {3.7766335874450083`*^9,
3.776633588030195*^9}, {3.777154427540539*^9, 3.777154428934248*^9},
3.777323385811302*^9, 3.779403211994801*^9, 3.77940369303894*^9,
3.779678969334454*^9, 3.792458808615018*^9},
CellLabel->"In[5]:=",ExpressionUUID->"cfdae306-b8e4-4f01-91c8-35895abe81ec"],
Cell[BoxData[
RowBox[{
RowBox[{
RowBox[{"Freq", "=", "\"\<900MHz\>\""}], ";"}], " ",
RowBox[{"(*",
RowBox[{"900", " ", "MHz", " ", "1.8", "GHz", " ", "3.0", "GHz"}], " ",
"*)"}]}]], "Input",
CellChangeTimes->{{3.7795798638493967`*^9, 3.7795799050764303`*^9},
3.779579949850932*^9, {3.779583144190246*^9, 3.779583144281995*^9}, {
3.7795843400212383`*^9, 3.779584340529811*^9}, 3.779584470133874*^9, {
3.779585552107045*^9, 3.7795855526650677`*^9}, {3.779586142080974*^9,
3.779586149217257*^9}, {3.779586527183297*^9, 3.779586528177238*^9}, {
3.779586902787724*^9, 3.77958690318605*^9}, 3.779587196855155*^9, {
3.77958779631345*^9, 3.77958779797591*^9}, {3.779588356909593*^9,
3.779588358144108*^9}, {3.779589378151011*^9, 3.7795893824522543`*^9}, {
3.779590354640211*^9, 3.7795903552624207`*^9}, {3.779591381353704*^9,
3.779591382085958*^9}, {3.779592357885846*^9, 3.779592361037703*^9}, {
3.779598059713526*^9, 3.779598060254532*^9}, {3.779599334921742*^9,
3.779599335609117*^9}, {3.7795998316289473`*^9, 3.779599832796686*^9}, {
3.779600450605261*^9, 3.779600451099585*^9}, {3.779657226302206*^9,
3.7796572284460363`*^9}, {3.779657543106579*^9, 3.779657545359789*^9}, {
3.7796584679433813`*^9, 3.779658468499652*^9}, {3.7796789648221903`*^9,
3.7796789653815536`*^9}, {3.779760934438847*^9, 3.77976093540954*^9}, {
3.779765089723009*^9, 3.779765090107526*^9}, {3.779769615788465*^9,
3.7797696168922853`*^9}, {3.779771521451675*^9, 3.7797715228443213`*^9}, {
3.7797717300598497`*^9, 3.779771732190531*^9}, {3.780086287865512*^9,
3.780086290302012*^9}, {3.780087903866075*^9, 3.780087904278408*^9}, {
3.7800926749410067`*^9, 3.78009267537132*^9}, {3.780100461151031*^9,
3.7801004616455917`*^9}, {3.783803035412539*^9, 3.783803069906693*^9}, {
3.7838073018896637`*^9, 3.7838073032478037`*^9}, {3.783810134390025*^9,
3.783810135348762*^9}},
CellLabel->"In[6]:=",ExpressionUUID->"39bb5cd5-944a-4ad4-a3b3-7819cda6959d"],
Cell[BoxData[
RowBox[{"(*",
RowBox[{
RowBox[{"t", "=", "5"}], ";",
RowBox[{"s", "=",
RowBox[{
RowBox[{"(",
RowBox[{"t", "-", "1"}], ")"}], "/", "2"}]}], ";"}],
RowBox[{"(*",
RowBox[{
RowBox[{"DOval", "=", "0.5"}], ";"}], "*)"}], "*)"}]], "Input",
CellChangeTimes->{{3.771797965387628*^9, 3.771797975399488*^9}, {
3.771815724000108*^9, 3.771815755374283*^9}, {3.771817584168416*^9,
3.7718175928246517`*^9}, 3.771818535259885*^9, 3.7722409998191423`*^9,
3.772926884865994*^9, 3.773002766303578*^9, 3.7730888348419456`*^9,
3.775191877033963*^9, 3.77526535480434*^9, 3.775278694703224*^9, {
3.7757788315146837`*^9, 3.7757788366495743`*^9}, {3.775781972579068*^9,
3.775781978722454*^9}, 3.775782596089818*^9, 3.7757841467682047`*^9,
3.77613483729531*^9, 3.776484447453178*^9, 3.776560486112211*^9},
CellLabel->"In[7]:=",ExpressionUUID->"b6d0dbb3-eca5-4b78-812d-829bdcb31a40"],
Cell[BoxData[
RowBox[{" ",
RowBox[{"(*",
RowBox[{"n", "=", "2"}], "*)"}]}]], "Input",
CellChangeTimes->{{3.776548328545128*^9, 3.776548338974164*^9}, {
3.776548659118623*^9, 3.776548694064945*^9}, {3.776553894088925*^9,
3.7765538947683573`*^9}},
CellLabel->"In[8]:=",ExpressionUUID->"fd0ad851-03a4-4012-8fbb-d1ceeb2e524f"],
Cell[BoxData[
RowBox[{"(*",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{
"--", "-"}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}\
]}]}]}]}]}]}]}]}]}]}]}]}], "*)"}]], "Input",
CellChangeTimes->{{3.771639371672159*^9, 3.771639378150818*^9}, {
3.771639438680129*^9, 3.771639454344887*^9}, {3.771722155001349*^9,
3.771722158257704*^9}},
CellLabel->"In[9]:=",ExpressionUUID->"4e92b64e-2b1a-4bda-a6de-48575a5fac82"],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"NetworkName", "=",
RowBox[{
"\"\</home/essam/Github/CondNet/NN/CondNet\>\"", "<>", "FNver", "<>",
"\"\<_\>\"", "<>", "Freq", "<>", "\"\<_\>\"", "<>", "ARCH", "<>",
"\"\<_\>\"", "<>", "Dir", "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "Epochs", "]"}], "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "BS", "]"}], "<>", "\"\<.wlnet\>\"",
" "}]}]], "Input",
CellChangeTimes->{{3.771643356038734*^9, 3.7716433574285107`*^9}, {
3.7716445901061153`*^9, 3.771644600619171*^9}, 3.771649924738758*^9, {
3.771710608380278*^9, 3.771710617777359*^9}, 3.771806142560316*^9, {
3.771908139006256*^9, 3.771908139380536*^9}, 3.7722345122534027`*^9, {
3.772253101342436*^9, 3.772253146061029*^9}, 3.7722533766571302`*^9,
3.775265225398004*^9, {3.775266470287106*^9, 3.775266472418631*^9}, {
3.775266516889557*^9, 3.775266518009878*^9}, {3.777248453062379*^9,
3.7772484549152403`*^9}, {3.779401932148219*^9, 3.779401933634173*^9}, {
3.7794021848697567`*^9, 3.7794021853324823`*^9}, {3.779580036889894*^9,
3.779580053958989*^9}, {3.779679186552307*^9, 3.7796791868865013`*^9}, {
3.792458848901667*^9, 3.7924588574647427`*^9}},
CellLabel->"In[10]:=",ExpressionUUID->"609e1891-fb45-4687-b584-a8a4d25d8ef0"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/NN/CondNet2_900MHz_arch01_T_50_4.\
wlnet\"\>"], "Output",
CellChangeTimes->{3.7924595998873253`*^9},
CellLabel->"Out[80]=",ExpressionUUID->"5ac16ee6-69e7-42f1-b0bd-ad6f12e86341"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"ResultFolder", "=",
RowBox[{
"\"\</home/essam/Github/CondNet/Results/NJ_\>\"", "<>", "Freq", "<>",
"\"\<_\>\"", "<>", "ARCH", "<>", "\"\<_\>\"", "<>", "Dir", "<>",
"\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "Epochs", "]"}], "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "BS", "]"}], "<>", "\"\</\>\""}]}]], "Input",
CellChangeTimes->{
3.771649927314678*^9, {3.771722086395417*^9, 3.7717221436258717`*^9}, {
3.7717239318612022`*^9, 3.771723932154086*^9}, 3.7722345139189568`*^9, {
3.772253014221999*^9, 3.772253046220428*^9}, {3.772253409473507*^9,
3.772253423598872*^9}, 3.775265221396957*^9, {3.775266477787405*^9,
3.775266480391526*^9}, 3.777248478194805*^9, 3.7794019561761837`*^9,
3.779580077324704*^9, 3.792458848903689*^9},
CellLabel->"In[11]:=",ExpressionUUID->"dcba1801-b5c8-43d2-bf4a-e8880e37640a"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/Results/NJ_900MHz_arch01_T_50_4/\
\"\>"], "Output",
CellChangeTimes->{3.79245959991982*^9},
CellLabel->"Out[81]=",ExpressionUUID->"5a7df2d2-6610-43ae-9335-92db3d88e63d"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"ResultFolderAll", "=",
RowBox[{
"\"\</home/essam/Github/CondNet/Results/NJ_\>\"", "<>", "Freq", "<>",
"\"\<_\>\"", "<>", "ARCH", "<>", "\"\<_TSC_\>\"", "<>",
RowBox[{"ToString", "[", "Epochs", "]"}], "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "BS", "]"}], "<>", "\"\</\>\""}]}]], "Input",
CellChangeTimes->{
3.771649927314678*^9, {3.771722086395417*^9, 3.7717221436258717`*^9}, {
3.7717239318612022`*^9, 3.771723932154086*^9}, 3.7722345139189568`*^9, {
3.772253014221999*^9, 3.772253046220428*^9}, {3.772253409473507*^9,
3.772253423598872*^9}, 3.775265221396957*^9, {3.775266477787405*^9,
3.775266480391526*^9}, {3.775272219134931*^9, 3.77527222983768*^9},
3.777248488291*^9, 3.779401959536562*^9, 3.779580084925974*^9,
3.792458848905654*^9},
CellLabel->"In[12]:=",ExpressionUUID->"8bd7a98a-8603-48a3-9437-188b3602d5bb"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/Results/NJ_900MHz_arch01_TSC_50_\
4/\"\>"], "Output",
CellChangeTimes->{3.792459599960451*^9},
CellLabel->"Out[82]=",ExpressionUUID->"44255c58-1fcb-4c96-8b72-375a18b51ebf"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"LossName", "=",
RowBox[{
"\"\</home/essam/Github/CondNet/NN/CPDNet\>\"", "<>", "FNver", "<>",
"\"\<_\>\"", "<>", "Freq", "<>", "\"\<_\>\"", "<>", "ARCH", "<>",
"\"\<_\>\"", "<>", "Dir", "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "Epochs", "]"}], "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "BS", "]"}], "<>",
"\"\<_loss.txt\>\""}]}]], "Input",
CellChangeTimes->{
3.771649929826044*^9, 3.771710686877018*^9, {3.771908122978726*^9,
3.771908123647663*^9}, 3.772234515790845*^9, 3.772253166225123*^9,
3.772253229454611*^9, 3.772253436112809*^9, {3.7752652243559713`*^9,
3.775265251410717*^9}, {3.7752665245063057`*^9, 3.775266525529564*^9}, {
3.7772485076692753`*^9, 3.777248508180862*^9}, 3.779401962884645*^9, {
3.779402005780806*^9, 3.779402010115366*^9}, 3.779580091372261*^9, {
3.77967919405646*^9, 3.779679194553794*^9}, 3.792458848908515*^9},
CellLabel->"In[13]:=",ExpressionUUID->"a544006f-b498-4b31-93a6-796ab328dbb6"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/NN/CPDNet2_900MHz_arch01_T_50_4_\
loss.txt\"\>"], "Output",
CellChangeTimes->{3.792459599979534*^9},
CellLabel->"Out[83]=",ExpressionUUID->"7cb7ef7a-5f0c-4d02-8dd2-0511727211be"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"VLossName", "=",
RowBox[{
"\"\</home/essam/Github/CondNet/NN/CPDNet\>\"", "<>", "FNver", "<>",
"\"\<_\>\"", "<>", "Freq", "<>", "\"\<_\>\"", "<>", "ARCH", "<>",
"\"\<_\>\"", "<>", "Dir", "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "Epochs", "]"}], "<>", "\"\<_\>\"", "<>",
RowBox[{"ToString", "[", "BS", "]"}], "<>",
"\"\<_Vloss.txt\>\""}]}]], "Input",
CellChangeTimes->{
3.771649931781397*^9, 3.7717107037731123`*^9, {3.7719081288834543`*^9,
3.7719081295472603`*^9}, 3.7722345198541517`*^9, 3.772253171120139*^9,
3.772253230593007*^9, 3.772253446977736*^9, 3.775265229331934*^9, {
3.775265269890633*^9, 3.775265271778842*^9}, {3.775266531451316*^9,
3.7752665324104643`*^9}, 3.779401965834578*^9, {3.779402024724052*^9,
3.7794020251063223`*^9}, 3.779580095227665*^9, {3.7796792001078672`*^9,
3.779679200518216*^9}, 3.792458848911256*^9},
CellLabel->"In[14]:=",ExpressionUUID->"90b88575-efb7-41f6-a585-6fe2d17b837b"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/NN/CPDNet2_900MHz_arch01_T_50_4_\
Vloss.txt\"\>"], "Output",
CellChangeTimes->{3.7924596000133533`*^9},
CellLabel->"Out[84]=",ExpressionUUID->"707b3b5f-be4c-4285-ba08-f30b5ac98b7a"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"ArchName", "=",
RowBox[{
"\"\</home/essam/Github/CondNet/Notebooks/\>\"", "<>", "ARCH", "<>",
"\"\<.nb\>\""}]}]], "Input",
CellChangeTimes->{{3.771639546378998*^9, 3.771639606570372*^9}, {
3.771643476534451*^9, 3.771643476772298*^9}, {3.7716445588268223`*^9,
3.771644572860815*^9}, {3.771710574508451*^9, 3.771710584923635*^9},
3.7718061390248013`*^9, 3.7722345212473803`*^9, {3.772253233326598*^9,
3.772253246109919*^9}, {3.775265130002882*^9, 3.775265132049079*^9},
3.779401973993083*^9, 3.792458848913755*^9},
CellLabel->"In[15]:=",ExpressionUUID->"c2deb2c3-e2e8-4ab3-b864-ca7ef5e7bc7f"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/Notebooks/arch01.nb\"\>"], \
"Output",
CellChangeTimes->{3.792459600061021*^9},
CellLabel->"Out[85]=",ExpressionUUID->"eb2cc436-1c64-4d2f-9e1d-c47b183952db"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"TestName", "=",
RowBox[{"\"\</home/essam/Github/CondNet/Notebooks/Test_\>\"", "<>",
RowBox[{"ToString", "[", "Dir", "]"}], "<>", "\"\<1.nb\>\""}]}]], "Input",
CellChangeTimes->{{3.771639701932261*^9, 3.771639727818582*^9},
3.771721269398258*^9, 3.771723601717977*^9, 3.7717289482209253`*^9,
3.7722345224611607`*^9, 3.772253234463951*^9, {3.775265278724929*^9,
3.7752652807688704`*^9}, 3.779401977568355*^9, 3.792458848918256*^9},
CellLabel->"In[16]:=",ExpressionUUID->"d5c09419-93b7-4d6b-b6f1-ab8fb02f00b9"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/Notebooks/Test_T1.nb\"\>"], \
"Output",
CellChangeTimes->{3.7924596000880957`*^9},
CellLabel->"Out[86]=",ExpressionUUID->"04cee615-3b8a-4447-8c9d-0c949c8949b1"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{"ReadTrainName", "=",
RowBox[{"\"\</home/essam/Github/CondNet/Notebooks/Read_train_\>\"", "<>",
RowBox[{"ToString", "[", "Dir", "]"}], "<>", "\"\<1.nb\>\""}]}]], "Input",
CellChangeTimes->{{3.771639907005186*^9, 3.771639924428091*^9}, {
3.77164283241571*^9, 3.771642849426197*^9}, 3.771728186019084*^9,
3.772234524078087*^9, 3.7722532353756113`*^9, 3.7724174508985157`*^9,
3.7724187396064243`*^9, {3.7752554855787573`*^9, 3.775255487913177*^9},
3.779401981416965*^9, 3.792458848921878*^9},
CellLabel->"In[17]:=",ExpressionUUID->"548c20bb-6fe4-4158-9406-028fabba7936"],
Cell[BoxData["\<\"/home/essam/Github/CondNet/Notebooks/Read_train_T1.nb\"\>"],\
"Output",
CellChangeTimes->{3.792459600131023*^9},
CellLabel->"Out[87]=",ExpressionUUID->"e2093a06-e33e-4834-948a-5d5d899f57b2"]
}, Open ]],
Cell[BoxData[
RowBox[{"(*",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{
"--", "--"}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]\
}]}]}]}]}]}]}]}]}]}]}], "*)"}]], "Input",
CellChangeTimes->{{3.771639833454802*^9, 3.771639836090867*^9}, {
3.7717221621705*^9, 3.7717221661698427`*^9}},
CellLabel->"In[18]:=",ExpressionUUID->"2d7836ac-ee1e-4f62-b93c-a44e8f597380"],
Cell[BoxData[
RowBox[{
RowBox[{
RowBox[{"func1", "[", "slice_", "]"}], ":=", "slice"}], ";"}]], "Input",
CellLabel->"In[19]:=",ExpressionUUID->"ac0adfc1-a636-41e5-9c52-f5526fb22168"],
Cell[BoxData[
RowBox[{
RowBox[{"func2", "[",
RowBox[{"vol1_", ",", "vol2_"}], "]"}], ":=",
RowBox[{"<|",
RowBox[{
RowBox[{"\"\<Input1\>\"", "->",
RowBox[{"func1", "[", "vol1", "]"}]}], ",",
RowBox[{"\"\<Input2\>\"", "\[Rule]",
RowBox[{"func1", "[", "vol2", "]"}]}]}], "|>"}]}]], "Input",
CellChangeTimes->{{3.775267388256174*^9, 3.7752673944025097`*^9}},
CellLabel->"In[20]:=",ExpressionUUID->"f48aa231-d739-4273-bdbf-c9bcdc1d36a0"],
Cell[BoxData[
RowBox[{"(*",
RowBox[{
RowBox[{"func3", "[", "vol2_", "]"}], ":=",
RowBox[{"<|",
RowBox[{"\"\<Input1\>\"", "\[Rule]",
RowBox[{"func1", "[", "vol2", "]"}]}], "|>"}]}], "*)"}]], "Input",
CellChangeTimes->{{3.775267388256174*^9, 3.7752673944025097`*^9}, {
3.775790265135735*^9, 3.775790278365233*^9}, 3.77579033065552*^9},
CellLabel->"In[21]:=",ExpressionUUID->"764ae577-911b-413e-a179-75c8e1096b8b"],
Cell[BoxData[
RowBox[{"(*",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{"--",
RowBox[{
"--", "--"}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]}]\
}]}]}]}]}]}]}]}]}]}]}], "*)"}]], "Input",
CellChangeTimes->{{3.77172216692374*^9, 3.771722169928719*^9}},
CellLabel->"In[22]:=",ExpressionUUID->"07ed2811-7830-4caf-b67f-cbe4bcb80325"],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{
RowBox[{"Print", "[",
RowBox[{"\"\<CondNet ver. \>\"", "<>",
RowBox[{"ToString", "[", "FNver", "]"}], "<>", "\"\<.0 (FreeModel)\>\""}],
"]"}], ";"}]], "Input",
CellChangeTimes->{{3.771710367690052*^9, 3.771710413241827*^9}, {
3.7717215618460293`*^9, 3.771721572981893*^9}, {3.771817506922659*^9,
3.7718175176567373`*^9}, {3.7722346273101997`*^9, 3.772234630477582*^9}, {
3.775272920023038*^9, 3.77527292106292*^9}, {3.777154537911862*^9,
3.777154538597434*^9}},
CellLabel->"In[23]:=",ExpressionUUID->"b64c2c52-1df4-4c02-bac7-f640aea05be5"],
Cell[BoxData["\<\"CondNet ver. 2.0 (FreeModel)\"\>"], "Print",
CellChangeTimes->{3.792459600208699*^9},
CellLabel->
"During evaluation of \
In[93]:=",ExpressionUUID->"c2d0cc2b-3a87-40b8-8d5c-35c93d4b5e1d"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{
RowBox[{"Print", "[",
RowBox[{"\"\<Direction: [\>\"", "<>", "Dir", "<>", "\"\<] Epochs: [\>\"", "<>",
RowBox[{"ToString", "[", "Epochs", "]"}], "<>", "\"\<] Batch Size: [\>\"",
"<>",
RowBox[{"ToString", "[", "BS", "]"}], "<>", "\"\<]\>\""}], "]"}],
";"}]], "Input",
CellChangeTimes->{{3.771710418186211*^9, 3.77171055253939*^9}, {
3.771712447778096*^9, 3.771712452761717*^9}, {3.771721369225862*^9,
3.771721404436255*^9}, 3.771724000100442*^9, 3.7752653357990713`*^9,
3.775272926135232*^9},
CellLabel->"In[24]:=",ExpressionUUID->"1c3f8b36-e52f-4b73-bf9e-3176064d4446"],
Cell[BoxData["\<\"Direction: [T] Epochs: [50] Batch Size: [4]\"\>"], "Print",
CellChangeTimes->{3.79245960022581*^9},
CellLabel->
"During evaluation of \
In[94]:=",ExpressionUUID->"3f90ee4a-5425-4e77-a2ff-b662cda2bfa5"]
}, Open ]],
Cell[CellGroupData[{
Cell[BoxData[
RowBox[{
RowBox[{"Print", "[",
RowBox[{
"\"\<Network Architecture: [\>\"", "<>", "ARCH", "<>",
"\"\<] Frequency [\>\"", "<>", "Freq", "<>", "\"\<]\>\""}], "]"}],
";"}]], "Input",
CellChangeTimes->{{3.779580147833774*^9, 3.779580164312695*^9}, {
3.779583372850462*^9, 3.779583375710038*^9}},
CellLabel->"In[25]:=",ExpressionUUID->"a25ee550-a32d-4ffa-b50f-991f10b4ba98"],
Cell[BoxData["\<\"Network Architecture: [arch01] Frequency [900MHz]\"\>"], \
"Print",
CellChangeTimes->{3.792459600259679*^9},
CellLabel->
"During evaluation of \
In[95]:=",ExpressionUUID->"f98c1a9f-da46-43ca-8645-9f9772369899"]
}, Open ]]
},
WindowSize->{952, 360},
WindowMargins->{{86, Automatic}, {Automatic, 287}},
FrontEndVersion->"12.0 for Linux x86 (64-bit) (April 8, 2019)",
StyleDefinitions->"Default.nb"
]
(* End of Notebook Content *)
(* Internal cache information *)
(*CellTagsOutline
CellTagsIndex->{}
*)
(*CellTagsIndex
CellTagsIndex->{}
*)
(*NotebookFileOutline
Notebook[{
Cell[558, 20, 1048, 16, 31, "Input",ExpressionUUID->"a4c365b7-6c68-429f-a69d-470d15e5af3f"],
Cell[1609, 38, 963, 15, 31, "Input",ExpressionUUID->"452a7dfd-a8d3-4599-a743-88be5b341ef6"],
Cell[2575, 55, 289, 5, 31, "Input",ExpressionUUID->"f07c4943-25e4-4ba3-8ff5-b36db46560ca"],
Cell[2867, 62, 4013, 60, 31, "Input",ExpressionUUID->"21111c66-590b-43df-9a88-06c1a9704c88"],
Cell[6883, 124, 1214, 18, 31, "Input",ExpressionUUID->"cfdae306-b8e4-4f01-91c8-35895abe81ec"],
Cell[8100, 144, 2014, 31, 31, "Input",ExpressionUUID->"39bb5cd5-944a-4ad4-a3b3-7819cda6959d"],
Cell[10117, 177, 937, 19, 31, "Input",ExpressionUUID->"b6d0dbb3-eca5-4b78-812d-829bdcb31a40"],
Cell[11057, 198, 337, 7, 31, "Input",ExpressionUUID->"fd0ad851-03a4-4012-8fbb-d1ceeb2e524f"],
Cell[11397, 207, 1514, 44, 31, "Input",ExpressionUUID->"4e92b64e-2b1a-4bda-a6de-48575a5fac82"],
Cell[CellGroupData[{
Cell[12936, 255, 1279, 20, 55, "Input",ExpressionUUID->"609e1891-fb45-4687-b584-a8a4d25d8ef0"],
Cell[14218, 277, 225, 3, 35, "Output",ExpressionUUID->"5ac16ee6-69e7-42f1-b0bd-ad6f12e86341"]
}, Open ]],
Cell[CellGroupData[{
Cell[14480, 285, 879, 15, 55, "Input",ExpressionUUID->"dcba1801-b5c8-43d2-bf4a-e8880e37640a"],
Cell[15362, 302, 216, 3, 35, "Output",ExpressionUUID->"5a7df2d2-6610-43ae-9335-92db3d88e63d"]
}, Open ]],
Cell[CellGroupData[{
Cell[15615, 310, 894, 15, 55, "Input",ExpressionUUID->"8bd7a98a-8603-48a3-9437-188b3602d5bb"],
Cell[16512, 327, 219, 3, 35, "Output",ExpressionUUID->"44255c58-1fcb-4c96-8b72-375a18b51ebf"]
}, Open ]],
Cell[CellGroupData[{
Cell[16768, 335, 1010, 17, 55, "Input",ExpressionUUID->"a544006f-b498-4b31-93a6-796ab328dbb6"],
Cell[17781, 354, 225, 3, 35, "Output",ExpressionUUID->"7cb7ef7a-5f0c-4d02-8dd2-0511727211be"]
}, Open ]],
Cell[CellGroupData[{
Cell[18043, 362, 997, 17, 55, "Input",ExpressionUUID->"90b88575-efb7-41f6-a585-6fe2d17b837b"],
Cell[19043, 381, 228, 3, 35, "Output",ExpressionUUID->"707b3b5f-be4c-4285-ba08-f30b5ac98b7a"]
}, Open ]],
Cell[CellGroupData[{
Cell[19308, 389, 644, 11, 31, "Input",ExpressionUUID->"c2deb2c3-e2e8-4ab3-b864-ca7ef5e7bc7f"],
Cell[19955, 402, 204, 3, 35, "Output",ExpressionUUID->"eb2cc436-1c64-4d2f-9e1d-c47b183952db"]
}, Open ]],
Cell[CellGroupData[{
Cell[20196, 410, 552, 8, 31, "Input",ExpressionUUID->"d5c09419-93b7-4d6b-b6f1-ab8fb02f00b9"],
Cell[20751, 420, 207, 3, 35, "Output",ExpressionUUID->"04cee615-3b8a-4447-8c9d-0c949c8949b1"]
}, Open ]],
Cell[CellGroupData[{
Cell[20995, 428, 614, 9, 31, "Input",ExpressionUUID->"548c20bb-6fe4-4158-9406-028fabba7936"],
Cell[21612, 439, 211, 3, 35, "Output",ExpressionUUID->"e2093a06-e33e-4834-948a-5d5d899f57b2"]
}, Open ]],
Cell[21838, 445, 1393, 41, 31, "Input",ExpressionUUID->"2d7836ac-ee1e-4f62-b93c-a44e8f597380"],
Cell[23234, 488, 189, 4, 31, "Input",ExpressionUUID->"ac0adfc1-a636-41e5-9c52-f5526fb22168"],
Cell[23426, 494, 469, 11, 31, "Input",ExpressionUUID->"f48aa231-d739-4273-bdbf-c9bcdc1d36a0"],
Cell[23898, 507, 438, 9, 31, "Input",ExpressionUUID->"764ae577-911b-413e-a179-75c8e1096b8b"],
Cell[24339, 518, 1343, 40, 31, "Input",ExpressionUUID->"07ed2811-7830-4caf-b67f-cbe4bcb80325"],
Cell[CellGroupData[{
Cell[25707, 562, 591, 11, 31, "Input",ExpressionUUID->"b64c2c52-1df4-4c02-bac7-f640aea05be5"],
Cell[26301, 575, 210, 4, 25, "Print",ExpressionUUID->"c2d0cc2b-3a87-40b8-8d5c-35c93d4b5e1d"]
}, Open ]],
Cell[CellGroupData[{
Cell[26548, 584, 629, 12, 55, "Input",ExpressionUUID->"1c3f8b36-e52f-4b73-bf9e-3176064d4446"],
Cell[27180, 598, 223, 4, 25, "Print",ExpressionUUID->"3f90ee4a-5425-4e77-a2ff-b662cda2bfa5"]
}, Open ]],
Cell[CellGroupData[{
Cell[27440, 607, 404, 9, 31, "Input",ExpressionUUID->"a25ee550-a32d-4ffa-b50f-991f10b4ba98"],
Cell[27847, 618, 232, 5, 25, "Print",ExpressionUUID->"f98c1a9f-da46-43ca-8645-9f9772369899"]
}, Open ]]
}
]
*)