OUTPUT 2.txt

"F:\project\CONVOLUTION NEURAL NETWORK\venv\Scripts\python.exe" "F:\project\CONVOLUTION NEURAL NETWORK\venv\Program\MAIN.py" 
Files already downloaded and verified
Files already downloaded and verified
******TRAINING THE DATA******
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EPOCH NO : 365 TRAINING LOSS : 0.007364851422607899
EPOCH NO : 366 TRAINING LOSS : 0.007076204754412174
EPOCH NO : 367 TRAINING LOSS : 0.006571832112967968
EPOCH NO : 368 TRAINING LOSS : 0.00678211310878396
EPOCH NO : 369 TRAINING LOSS : 0.005850496701896191
EPOCH NO : 370 TRAINING LOSS : 0.006206931546330452
EPOCH NO : 371 TRAINING LOSS : 0.0061206938698887825
EPOCH NO : 372 TRAINING LOSS : 0.006177524570375681
EPOCH NO : 373 TRAINING LOSS : 0.007015560753643513
EPOCH NO : 374 TRAINING LOSS : 0.006354792043566704
EPOCH NO : 375 TRAINING LOSS : 0.006361902225762606
EPOCH NO : 376 TRAINING LOSS : 0.0062665874138474464
EPOCH NO : 377 TRAINING LOSS : 0.0066254111006855965
EPOCH NO : 378 TRAINING LOSS : 0.006618034094572067
EPOCH NO : 379 TRAINING LOSS : 0.006732432637363672
EPOCH NO : 380 TRAINING LOSS : 0.006289346609264612
EPOCH NO : 381 TRAINING LOSS : 0.0061987885273993015
EPOCH NO : 382 TRAINING LOSS : 0.005809024441987276
EPOCH NO : 383 TRAINING LOSS : 0.006097279954701662
EPOCH NO : 384 TRAINING LOSS : 0.006289531011134386
EPOCH NO : 385 TRAINING LOSS : 0.005671374034136534
EPOCH NO : 386 TRAINING LOSS : 0.006683056242763996
EPOCH NO : 387 TRAINING LOSS : 0.006337021943181753
EPOCH NO : 388 TRAINING LOSS : 0.005724224727600813
EPOCH NO : 389 TRAINING LOSS : 0.0059121474623680115
EPOCH NO : 390 TRAINING LOSS : 0.006212885957211256
EPOCH NO : 391 TRAINING LOSS : 0.006173481699079275
EPOCH NO : 392 TRAINING LOSS : 0.006415842566639185
EPOCH NO : 393 TRAINING LOSS : 0.0056998832151293755
EPOCH NO : 394 TRAINING LOSS : 0.00571401184424758
EPOCH NO : 395 TRAINING LOSS : 0.006135636940598488
EPOCH NO : 396 TRAINING LOSS : 0.0049523781053721905
EPOCH NO : 397 TRAINING LOSS : 0.005858459044247866
EPOCH NO : 398 TRAINING LOSS : 0.006506351754069328
EPOCH NO : 399 TRAINING LOSS : 0.005982978269457817
EPOCH NO : 400 TRAINING LOSS : 0.00543048232793808
EPOCH NO : 401 TRAINING LOSS : 0.0052245440892875195
EPOCH NO : 402 TRAINING LOSS : 0.005193167831748724
EPOCH NO : 403 TRAINING LOSS : 0.005717859137803316
EPOCH NO : 404 TRAINING LOSS : 0.005382155999541283
EPOCH NO : 405 TRAINING LOSS : 0.006351854652166367
EPOCH NO : 406 TRAINING LOSS : 0.005664473865181208
EPOCH NO : 407 TRAINING LOSS : 0.006024227011948824
EPOCH NO : 408 TRAINING LOSS : 0.005944677162915468
EPOCH NO : 409 TRAINING LOSS : 0.0054925777949392796
EPOCH NO : 410 TRAINING LOSS : 0.005079782102257013
EPOCH NO : 411 TRAINING LOSS : 0.005157661624252796
EPOCH NO : 412 TRAINING LOSS : 0.005332459229975939
EPOCH NO : 413 TRAINING LOSS : 0.005224056541919708
EPOCH NO : 414 TRAINING LOSS : 0.005199756473302841
EPOCH NO : 415 TRAINING LOSS : 0.005516246426850557
EPOCH NO : 416 TRAINING LOSS : 0.005441225599497557
EPOCH NO : 417 TRAINING LOSS : 0.0056556095369160175
EPOCH NO : 418 TRAINING LOSS : 0.004986734129488468
EPOCH NO : 419 TRAINING LOSS : 0.005446711555123329
EPOCH NO : 420 TRAINING LOSS : 0.005352259613573551
EPOCH NO : 421 TRAINING LOSS : 0.0053982604295015335
EPOCH NO : 422 TRAINING LOSS : 0.005147560499608517
EPOCH NO : 423 TRAINING LOSS : 0.004816123284399509
EPOCH NO : 424 TRAINING LOSS : 0.005272302310913801
EPOCH NO : 425 TRAINING LOSS : 0.004820019938051701
EPOCH NO : 426 TRAINING LOSS : 0.005110685247927904
EPOCH NO : 427 TRAINING LOSS : 0.005039180163294077
EPOCH NO : 428 TRAINING LOSS : 0.005632184445858002
EPOCH NO : 429 TRAINING LOSS : 0.004918341524899006
EPOCH NO : 430 TRAINING LOSS : 0.004182326141744852
EPOCH NO : 431 TRAINING LOSS : 0.005347008351236582
EPOCH NO : 432 TRAINING LOSS : 0.00496508926153183
EPOCH NO : 433 TRAINING LOSS : 0.004640188068151474
EPOCH NO : 434 TRAINING LOSS : 0.004798667971044779
EPOCH NO : 435 TRAINING LOSS : 0.004473516717553139
EPOCH NO : 436 TRAINING LOSS : 0.004667464643716812
EPOCH NO : 437 TRAINING LOSS : 0.004930748138576746
EPOCH NO : 438 TRAINING LOSS : 0.0047174361534416676
EPOCH NO : 439 TRAINING LOSS : 0.004380492959171534
EPOCH NO : 440 TRAINING LOSS : 0.004792772699147463
EPOCH NO : 441 TRAINING LOSS : 0.005067833699285984
EPOCH NO : 442 TRAINING LOSS : 0.004201627802103758
EPOCH NO : 443 TRAINING LOSS : 0.0048914020881056786
EPOCH NO : 444 TRAINING LOSS : 0.004388544242829084
EPOCH NO : 445 TRAINING LOSS : 0.004999737720936537
EPOCH NO : 446 TRAINING LOSS : 0.004606723319739103
EPOCH NO : 447 TRAINING LOSS : 0.004761243239045143
EPOCH NO : 448 TRAINING LOSS : 0.00490593072026968
EPOCH NO : 449 TRAINING LOSS : 0.004702415317296982
EPOCH NO : 450 TRAINING LOSS : 0.0042213210836052895
EPOCH NO : 451 TRAINING LOSS : 0.004904360976070166
EPOCH NO : 452 TRAINING LOSS : 0.004749440122395754
EPOCH NO : 453 TRAINING LOSS : 0.004199165850877762
EPOCH NO : 454 TRAINING LOSS : 0.004856741987168789
EPOCH NO : 455 TRAINING LOSS : 0.004278436303138733
EPOCH NO : 456 TRAINING LOSS : 0.00476501602679491
EPOCH NO : 457 TRAINING LOSS : 0.004183444194495678
EPOCH NO : 458 TRAINING LOSS : 0.004638878162950277
EPOCH NO : 459 TRAINING LOSS : 0.004540183115750551
EPOCH NO : 460 TRAINING LOSS : 0.004771998152136803
EPOCH NO : 461 TRAINING LOSS : 0.004623871762305498
EPOCH NO : 462 TRAINING LOSS : 0.00408332422375679
EPOCH NO : 463 TRAINING LOSS : 0.004166343715041876
EPOCH NO : 464 TRAINING LOSS : 0.003989010583609343
EPOCH NO : 465 TRAINING LOSS : 0.005000194534659386
EPOCH NO : 466 TRAINING LOSS : 0.004332170356065035
EPOCH NO : 467 TRAINING LOSS : 0.004935374949127436
EPOCH NO : 468 TRAINING LOSS : 0.003965134732425213
EPOCH NO : 469 TRAINING LOSS : 0.004207277204841375
EPOCH NO : 470 TRAINING LOSS : 0.004362111445516348
EPOCH NO : 471 TRAINING LOSS : 0.004264823626726866
EPOCH NO : 472 TRAINING LOSS : 0.0044404445216059685
EPOCH NO : 473 TRAINING LOSS : 0.003882237244397402
EPOCH NO : 474 TRAINING LOSS : 0.004622566979378462
EPOCH NO : 475 TRAINING LOSS : 0.004143776837736368
EPOCH NO : 476 TRAINING LOSS : 0.004637027624994516
EPOCH NO : 477 TRAINING LOSS : 0.004843201022595167
EPOCH NO : 478 TRAINING LOSS : 0.004070620518177748
EPOCH NO : 479 TRAINING LOSS : 0.004321567248553038
EPOCH NO : 480 TRAINING LOSS : 0.004116064868867397
EPOCH NO : 481 TRAINING LOSS : 0.003786832559853792
EPOCH NO : 482 TRAINING LOSS : 0.004591878037899733
EPOCH NO : 483 TRAINING LOSS : 0.004441824276000261
EPOCH NO : 484 TRAINING LOSS : 0.004272120073437691
EPOCH NO : 485 TRAINING LOSS : 0.0043978458270430565
EPOCH NO : 486 TRAINING LOSS : 0.004092174582183361
EPOCH NO : 487 TRAINING LOSS : 0.0038847129326313734
EPOCH NO : 488 TRAINING LOSS : 0.004219042602926493
EPOCH NO : 489 TRAINING LOSS : 0.0037637825589627028
EPOCH NO : 490 TRAINING LOSS : 0.0039959740824997425
EPOCH NO : 491 TRAINING LOSS : 0.0037675790954381227
EPOCH NO : 492 TRAINING LOSS : 0.003945229109376669
EPOCH NO : 493 TRAINING LOSS : 0.0036926360335201025
EPOCH NO : 494 TRAINING LOSS : 0.0038633195217698812
EPOCH NO : 495 TRAINING LOSS : 0.003823584411293268
EPOCH NO : 496 TRAINING LOSS : 0.003884949255734682
EPOCH NO : 497 TRAINING LOSS : 0.003862921614199877
EPOCH NO : 498 TRAINING LOSS : 0.0038876470644026995
EPOCH NO : 499 TRAINING LOSS : 0.003661832772195339
EPOCH NO : 500 TRAINING LOSS : 0.0038867893163114786
******TESTING THE DATA******
TEST LOSS : ACCURACY: 75.35749274907542 AVERAGE LOSS : 1.5766524112997022
[Ground Truth | Predicted]:
 [deer  | airplane]
 [horse | airplane]
 [truck | ship ]
 [airplane | airplane]
 [bird  | deer ]
 [automobile | cat  ]
 [deer  | bird ]
 [cat   | cat  ]
 [deer  | deer ]
 [deer  | ship ]
 [deer  | bird ]
 [frog  | deer ]
 [frog  | frog ]
 [automobile | ship ]
 [ship  | ship ]
 [bird  | bird ]
 [frog  | frog ]
 [truck | ship ]
 [cat   | bird ]
 [horse | airplane]
 [ship  | ship ]
 [bird  | bird ]
 [cat   | cat  ]
 [automobile | dog  ]
 [truck | ship ]


Process finished with exit code 0