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training_log.txt
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Iter 1 Done. Loss : 0.14557
Iter 2 Done. Loss : 0.21168
Iter 3 Done. Loss : 0.11992
Iter 4 Done. Loss : 0.04521
Iter 5 Done. Loss : 0.10324
Iter 6 Done. Loss : 0.11340
Iter 7 Done. Loss : 0.10455
Iter 8 Done. Loss : 0.15453
Iter 9 Done. Loss : 0.08825
Iter 10 Done. Loss : 0.08118
Iter 11 Done. Loss : 0.11669
Iter 12 Done. Loss : 0.21851
Iter 13 Done. Loss : 0.16140
Iter 14 Done. Loss : 0.17823
Iter 15 Done. Loss : 0.28434
Iteration : 15/760 [ 2%]
---------------------------
[Train] Loss: 0.28434 | Acc: 90%
[Test ] Loss: 0.07691 | Acc: 97%
=========================================================
Iter 16 Done. Loss : 0.06771
Iter 17 Done. Loss : 0.09421
Iter 18 Done. Loss : 0.14141
Iter 19 Done. Loss : 0.05604
Iter 20 Done. Loss : 0.12675
Iter 21 Done. Loss : 0.08704
Iter 22 Done. Loss : 0.12934
Iter 23 Done. Loss : 0.10722
Iter 24 Done. Loss : 0.12542
Iter 25 Done. Loss : 0.04365
Iter 26 Done. Loss : 0.12651
Iter 27 Done. Loss : 0.12307
Iter 28 Done. Loss : 0.08618
Iter 29 Done. Loss : 0.05183
Iter 30 Done. Loss : 0.03513
Iteration : 30/760 [ 4%]
---------------------------
[Train] Loss: 0.03513 | Acc: 100%
[Test ] Loss: 0.05231 | Acc: 98%
=========================================================
Iter 31 Done. Loss : 0.07757
Iter 32 Done. Loss : 0.05548
Iter 33 Done. Loss : 0.13307
Iter 34 Done. Loss : 0.06423
Iter 35 Done. Loss : 0.09676
Iter 36 Done. Loss : 0.03183
Iter 37 Done. Loss : 0.08352
Iter 38 Done. Loss : 0.05199
Iter 39 Done. Loss : 0.04702
Iter 40 Done. Loss : 0.06836
Iter 41 Done. Loss : 0.08562
Iter 42 Done. Loss : 0.04121
Iter 43 Done. Loss : 0.02137
Iter 44 Done. Loss : 0.02705
Iter 45 Done. Loss : 0.04771
Iteration : 45/760 [ 6%]
---------------------------
[Train] Loss: 0.04771 | Acc: 99%
[Test ] Loss: 0.05005 | Acc: 98%
=========================================================
Iter 46 Done. Loss : 0.06888
Iter 47 Done. Loss : 0.05880
Iter 48 Done. Loss : 0.02857
Iter 49 Done. Loss : 0.03597
Iter 50 Done. Loss : 0.06454
Iter 51 Done. Loss : 0.08365
Iter 52 Done. Loss : 0.03410
Iter 53 Done. Loss : 0.05433
Iter 54 Done. Loss : 0.05341
Iter 55 Done. Loss : 0.10030
Iter 56 Done. Loss : 0.05245
Iter 57 Done. Loss : 0.08076
Iter 58 Done. Loss : 0.10843
Iter 59 Done. Loss : 0.11835
Iter 60 Done. Loss : 0.03176
Iteration : 60/760 [ 8%]
---------------------------
[Train] Loss: 0.03176 | Acc: 99%
[Test ] Loss: 0.12153 | Acc: 95%
=========================================================
Iter 61 Done. Loss : 0.03595
Iter 62 Done. Loss : 0.01089
Iter 63 Done. Loss : 0.02019
Iter 64 Done. Loss : 0.04376
Iter 65 Done. Loss : 0.04817
Iter 66 Done. Loss : 0.00405
Iter 67 Done. Loss : 0.03448
Iter 68 Done. Loss : 0.03800
Iter 69 Done. Loss : 0.03190
Iter 70 Done. Loss : 0.11027
Iter 71 Done. Loss : 0.04101
Iter 72 Done. Loss : 0.02629
Iter 73 Done. Loss : 0.06654
Iter 74 Done. Loss : 0.01953
Iter 75 Done. Loss : 0.03884
Iteration : 75/760 [10%]
---------------------------
[Train] Loss: 0.03884 | Acc: 99%
[Test ] Loss: 0.03197 | Acc: 99%
=========================================================
Iter 76 Done. Loss : 0.06406
Iter 77 Done. Loss : 0.09432
Iter 78 Done. Loss : 0.03979
Iter 79 Done. Loss : 0.05243
Iter 80 Done. Loss : 0.02018
Iter 81 Done. Loss : 0.00979
Iter 82 Done. Loss : 0.02009
Iter 83 Done. Loss : 0.01721
Iter 84 Done. Loss : 0.00950
Iter 85 Done. Loss : 0.01423
Iter 86 Done. Loss : 0.06109
Iter 87 Done. Loss : 0.00898
Iter 88 Done. Loss : 0.00554
Iter 89 Done. Loss : 0.02641
Iter 90 Done. Loss : 0.03472
Iteration : 90/760 [12%]
---------------------------
[Train] Loss: 0.03472 | Acc: 99%
[Test ] Loss: 0.05173 | Acc: 98%
=========================================================
Iter 91 Done. Loss : 0.05283
Iter 92 Done. Loss : 0.02987
Iter 93 Done. Loss : 0.00817
Iter 94 Done. Loss : 0.00932
Iter 95 Done. Loss : 0.03743
Iter 96 Done. Loss : 0.02809
Iter 97 Done. Loss : 0.00650
Iter 98 Done. Loss : 0.02005
Iter 99 Done. Loss : 0.02829
Iter 100 Done. Loss : 0.01798
Iter 101 Done. Loss : 0.05279
Iter 102 Done. Loss : 0.05580
Iter 103 Done. Loss : 0.06461
Iter 104 Done. Loss : 0.01913
Iter 105 Done. Loss : 0.00561
Iteration : 105/760 [14%]
---------------------------
[Train] Loss: 0.00561 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
Iter 106 Done. Loss : 0.03624
Iter 107 Done. Loss : 0.02400
Iter 108 Done. Loss : 0.01897
Iter 109 Done. Loss : 0.03626
Iter 110 Done. Loss : 0.01286
Iter 111 Done. Loss : 0.01209
Iter 112 Done. Loss : 0.01007
Iter 113 Done. Loss : 0.03286
Iter 114 Done. Loss : 0.00000
Iter 115 Done. Loss : 0.02470
Iter 116 Done. Loss : 0.04050
Iter 117 Done. Loss : 0.01131
Iter 118 Done. Loss : 0.02468
Iter 119 Done. Loss : 0.01268
Iter 120 Done. Loss : 0.00000
Iteration : 120/760 [16%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.01101 | Acc: 99%
=========================================================
Iter 121 Done. Loss : 0.03332
Iter 122 Done. Loss : 0.01218
Iter 123 Done. Loss : 0.00320
Iter 124 Done. Loss : 0.03479
Iter 125 Done. Loss : 0.00229
Iter 126 Done. Loss : 0.00832
Iter 127 Done. Loss : 0.03550
Iter 128 Done. Loss : 0.01428
Iter 129 Done. Loss : 0.03841
Iter 130 Done. Loss : 0.01029
Iter 131 Done. Loss : 0.06962
Iter 132 Done. Loss : 0.00760
Iter 133 Done. Loss : 0.05042
Iter 134 Done. Loss : 0.06471
Iter 135 Done. Loss : 0.00365
Iteration : 135/760 [18%]
---------------------------
[Train] Loss: 0.00365 | Acc: 100%
[Test ] Loss: 0.02676 | Acc: 100%
=========================================================
Iter 136 Done. Loss : 0.00676
Iter 137 Done. Loss : 0.01500
Iter 138 Done. Loss : 0.02154
Iter 139 Done. Loss : 0.06095
Iter 140 Done. Loss : 0.02328
Iter 141 Done. Loss : 0.08534
Iter 142 Done. Loss : 0.00895
Iter 143 Done. Loss : 0.01225
Iter 144 Done. Loss : 0.01281
Iter 145 Done. Loss : 0.01640
Iter 146 Done. Loss : 0.01244
Iter 147 Done. Loss : 0.02426
Iter 148 Done. Loss : 0.00125
Iter 149 Done. Loss : 0.00000
Iter 150 Done. Loss : 0.00000
Iteration : 150/760 [20%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.01472 | Acc: 99%
=========================================================
Iter 151 Done. Loss : 0.01323
Iter 152 Done. Loss : 0.02014
Iter 153 Done. Loss : 0.04379
Iter 154 Done. Loss : 0.05184
Iter 155 Done. Loss : 0.03519
Iter 156 Done. Loss : 0.05188
Iter 157 Done. Loss : 0.02880
Iter 158 Done. Loss : 0.05233
Iter 159 Done. Loss : 0.00000
Iter 160 Done. Loss : 0.00189
Iter 161 Done. Loss : 0.04018
Iter 162 Done. Loss : 0.00448
Iter 163 Done. Loss : 0.01547
Iter 164 Done. Loss : 0.02518
Iter 165 Done. Loss : 0.00000
Iteration : 165/760 [22%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.03242 | Acc: 99%
=========================================================
Iter 166 Done. Loss : 0.01447
Iter 167 Done. Loss : 0.00000
Iter 168 Done. Loss : 0.00224
Iter 169 Done. Loss : 0.02638
Iter 170 Done. Loss : 0.01025
Iter 171 Done. Loss : 0.00472
Iter 172 Done. Loss : 0.01778
Iter 173 Done. Loss : 0.05179
Iter 174 Done. Loss : 0.01549
Iter 175 Done. Loss : 0.00296
Iter 176 Done. Loss : 0.01939
Iter 177 Done. Loss : 0.01740
Iter 178 Done. Loss : 0.02227
Iter 179 Done. Loss : 0.00829
Iter 180 Done. Loss : 0.02454
Iteration : 180/760 [24%]
---------------------------
[Train] Loss: 0.02454 | Acc: 99%
[Test ] Loss: 0.01427 | Acc: 99%
=========================================================
Iter 181 Done. Loss : 0.02462
Iter 182 Done. Loss : 0.01769
Iter 183 Done. Loss : 0.02716
Iter 184 Done. Loss : 0.01013
Iter 185 Done. Loss : 0.06035
Iter 186 Done. Loss : 0.01727
Iter 187 Done. Loss : 0.00557
Iter 188 Done. Loss : 0.04214
Iter 189 Done. Loss : 0.01211
Iter 190 Done. Loss : 0.04358
Iter 191 Done. Loss : 0.01934
Iter 192 Done. Loss : 0.00224
Iter 193 Done. Loss : 0.00000
Iter 194 Done. Loss : 0.00633
Iter 195 Done. Loss : 0.01450
Iteration : 195/760 [26%]
---------------------------
[Train] Loss: 0.01450 | Acc: 99%
[Test ] Loss: 0.01223 | Acc: 99%
=========================================================
Iter 196 Done. Loss : 0.00000
Iter 197 Done. Loss : 0.03378
Iter 198 Done. Loss : 0.00535
Iter 199 Done. Loss : 0.00378
Iter 200 Done. Loss : 0.01261
Iter 201 Done. Loss : 0.01187
Iter 202 Done. Loss : 0.02785
Iter 203 Done. Loss : 0.04122
Iter 204 Done. Loss : 0.00399
Iter 205 Done. Loss : 0.00705
Iter 206 Done. Loss : 0.01873
Iter 207 Done. Loss : 0.00104
Iter 208 Done. Loss : 0.03819
Iter 209 Done. Loss : 0.00609
Iter 210 Done. Loss : 0.00831
Iteration : 210/760 [28%]
---------------------------
[Train] Loss: 0.00831 | Acc: 100%
[Test ] Loss: 0.00521 | Acc: 100%
=========================================================
Iter 211 Done. Loss : 0.01715
Iter 212 Done. Loss : 0.00000
Iter 213 Done. Loss : 0.02605
Iter 214 Done. Loss : 0.01251
Iter 215 Done. Loss : 0.00158
Iter 216 Done. Loss : 0.01230
Iter 217 Done. Loss : 0.00266
Iter 218 Done. Loss : 0.01261
Iter 219 Done. Loss : 0.00000
Iter 220 Done. Loss : 0.02017
Iter 221 Done. Loss : 0.00841
Iter 222 Done. Loss : 0.00171
Iter 223 Done. Loss : 0.00420
Iter 224 Done. Loss : 0.02727
Iter 225 Done. Loss : 0.00000
Iteration : 225/760 [30%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00763 | Acc: 100%
=========================================================
Iter 226 Done. Loss : 0.00706
Iter 227 Done. Loss : 0.00771
Iter 228 Done. Loss : 0.00562
Iter 229 Done. Loss : 0.00979
Iter 230 Done. Loss : 0.01699
Iter 231 Done. Loss : 0.00000
Iter 232 Done. Loss : 0.01890
Iter 233 Done. Loss : 0.00376
Iter 234 Done. Loss : 0.00079
Iter 235 Done. Loss : 0.01014
Iter 236 Done. Loss : 0.02639
Iter 237 Done. Loss : 0.01799
Iter 238 Done. Loss : 0.00395
Iter 239 Done. Loss : 0.00679
Iter 240 Done. Loss : 0.00000
Iteration : 240/760 [32%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.02232 | Acc: 99%
=========================================================
Iter 241 Done. Loss : 0.01362
Iter 242 Done. Loss : 0.00000
Iter 243 Done. Loss : 0.01116
Iter 244 Done. Loss : 0.01784
Iter 245 Done. Loss : 0.00000
Iter 246 Done. Loss : 0.04178
Iter 247 Done. Loss : 0.00000
Iter 248 Done. Loss : 0.00839
Iter 249 Done. Loss : 0.00661
Iter 250 Done. Loss : 0.01715
Iter 251 Done. Loss : 0.01412
Iter 252 Done. Loss : 0.00103
Iter 253 Done. Loss : 0.00390
Iter 254 Done. Loss : 0.00000
Iter 255 Done. Loss : 0.02406
Iteration : 255/760 [34%]
---------------------------
[Train] Loss: 0.02406 | Acc: 99%
[Test ] Loss: 0.00398 | Acc: 100%
=========================================================
Iter 256 Done. Loss : 0.00000
Iter 257 Done. Loss : 0.00586
Iter 258 Done. Loss : 0.00414
Iter 259 Done. Loss : 0.00170
Iter 260 Done. Loss : 0.00000
Iter 261 Done. Loss : 0.01619
Iter 262 Done. Loss : 0.01772
Iter 263 Done. Loss : 0.00000
Iter 264 Done. Loss : 0.00000
Iter 265 Done. Loss : 0.00600
Iter 266 Done. Loss : 0.01287
Iter 267 Done. Loss : 0.00000
Iter 268 Done. Loss : 0.00000
Iter 269 Done. Loss : 0.00714
Iter 270 Done. Loss : 0.00993
Iteration : 270/760 [36%]
---------------------------
[Train] Loss: 0.00993 | Acc: 100%
[Test ] Loss: 0.01818 | Acc: 99%
=========================================================
Iter 271 Done. Loss : 0.00000
Iter 272 Done. Loss : 0.02285
Iter 273 Done. Loss : 0.00122
Iter 274 Done. Loss : 0.01376
Iter 275 Done. Loss : 0.01596
Iter 276 Done. Loss : 0.00746
Iter 277 Done. Loss : 0.00000
Iter 278 Done. Loss : 0.00659
Iter 279 Done. Loss : 0.02471
Iter 280 Done. Loss : 0.01525
Iter 281 Done. Loss : 0.00810
Iter 282 Done. Loss : 0.00000
Iter 283 Done. Loss : 0.00000
Iter 284 Done. Loss : 0.01654
Iter 285 Done. Loss : 0.01271
Iteration : 285/760 [38%]
---------------------------
[Train] Loss: 0.01271 | Acc: 100%
[Test ] Loss: 0.01432 | Acc: 99%
=========================================================
Iter 286 Done. Loss : 0.00000
Iter 287 Done. Loss : 0.02837
Iter 288 Done. Loss : 0.00000
Iter 289 Done. Loss : 0.02238
Iter 290 Done. Loss : 0.00000
Iter 291 Done. Loss : 0.01761
Iter 292 Done. Loss : 0.00174
Iter 293 Done. Loss : 0.01702
Iter 294 Done. Loss : 0.01042
Iter 295 Done. Loss : 0.00000
Iter 296 Done. Loss : 0.02261
Iter 297 Done. Loss : 0.01427
Iter 298 Done. Loss : 0.00000
Iter 299 Done. Loss : 0.02016
Iter 300 Done. Loss : 0.00000
Iteration : 300/760 [39%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
Iter 301 Done. Loss : 0.00000
Iter 302 Done. Loss : 0.00392
Iter 303 Done. Loss : 0.00802
Iter 304 Done. Loss : 0.00076
Iter 305 Done. Loss : 0.00862
Iter 306 Done. Loss : 0.03334
Iter 307 Done. Loss : 0.01139
Iter 308 Done. Loss : 0.00833
Iter 309 Done. Loss : 0.01100
Iter 310 Done. Loss : 0.01255
Iter 311 Done. Loss : 0.01046
Iter 312 Done. Loss : 0.00000
Iter 313 Done. Loss : 0.00000
Iter 314 Done. Loss : 0.00000
Iter 315 Done. Loss : 0.00000
Iteration : 315/760 [41%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
Iter 316 Done. Loss : 0.00000
Iter 317 Done. Loss : 0.00528
Iter 318 Done. Loss : 0.02014
Iter 319 Done. Loss : 0.00681
Iter 320 Done. Loss : 0.01204
Iter 321 Done. Loss : 0.00655
Iter 322 Done. Loss : 0.00585
Iter 323 Done. Loss : 0.00454
Iter 324 Done. Loss : 0.02109
Iter 325 Done. Loss : 0.03771
Iter 326 Done. Loss : 0.00115
Iter 327 Done. Loss : 0.01136
Iter 328 Done. Loss : 0.00000
Iter 329 Done. Loss : 0.00007
Iter 330 Done. Loss : 0.00000
Iteration : 330/760 [43%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00051 | Acc: 100%
=========================================================
Iter 331 Done. Loss : 0.00688
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Iteration : 345/760 [45%]
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[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00057 | Acc: 100%
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Iteration : 360/760 [47%]
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[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
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Iteration : 375/760 [49%]
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[Train] Loss: 0.01437 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
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Iteration : 390/760 [51%]
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[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00214 | Acc: 100%
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Iteration : 405/760 [53%]
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[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.01417 | Acc: 99%
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Iteration : 420/760 [55%]
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[Train] Loss: 0.01996 | Acc: 99%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
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Iteration : 435/760 [57%]
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[Train] Loss: 0.01201 | Acc: 99%
[Test ] Loss: 0.00267 | Acc: 100%
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Iteration : 450/760 [59%]
---------------------------
[Train] Loss: 0.00782 | Acc: 100%
[Test ] Loss: 0.01378 | Acc: 99%
=========================================================
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Iteration : 465/760 [61%]
---------------------------
[Train] Loss: 0.01276 | Acc: 99%
[Test ] Loss: 0.00303 | Acc: 100%
=========================================================
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Iteration : 480/760 [63%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00385 | Acc: 100%
=========================================================
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Iteration : 495/760 [65%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
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Iteration : 510/760 [67%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00004 | Acc: 100%
=========================================================
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Iteration : 525/760 [69%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00198 | Acc: 100%
=========================================================
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Iteration : 540/760 [71%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00640 | Acc: 100%
=========================================================
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Iteration : 555/760 [73%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.02473 | Acc: 99%
=========================================================
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Iteration : 570/760 [75%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
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Iteration : 585/760 [77%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
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Iteration : 600/760 [79%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
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Iteration : 615/760 [81%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00303 | Acc: 100%
=========================================================
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Iteration : 630/760 [83%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
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Iteration : 645/760 [85%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
Iter 646 Done. Loss : 0.00000
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Iteration : 660/760 [87%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.02409 | Acc: 99%
=========================================================
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Iteration : 675/760 [89%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00387 | Acc: 100%
=========================================================
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Iteration : 690/760 [91%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
Iter 691 Done. Loss : 0.00000
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Iteration : 705/760 [93%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
Iter 706 Done. Loss : 0.00502
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Iteration : 720/760 [95%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00853 | Acc: 100%
=========================================================
Iter 721 Done. Loss : 0.00000
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Iteration : 735/760 [97%]
---------------------------
[Train] Loss: 0.00000 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================
Iter 736 Done. Loss : 0.00119
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Iter 750 Done. Loss : 0.00615
Iteration : 750/760 [99%]
---------------------------
[Train] Loss: 0.00615 | Acc: 100%
[Test ] Loss: 0.00000 | Acc: 100%
=========================================================