Model save path: /content/drive/MyDrive/Neural Collapse/New_Models/dataset_mlp3_model_depth_MLP_15.pth.tar
Training Set:
Layer 0: Linear(in_features=16, out_features=200, bias=True)
Linear Weight Norm: 2.796421766281128
Intra Cos: 0.004865854978561401
Inter Cos: -0.0010423028143122792
Norm Quadratic Average: 4.000314712524414
Nearest Class Center Accuracy: 0.372

Layer 1: ReLU()
Intra Cos: 0.005379488226026297
Inter Cos: -0.0009292830945923924
Norm Quadratic Average: 2.7920563220977783
Nearest Class Center Accuracy: 0.368

Layer 2: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 1.483829140663147
Intra Cos: 0.007602221332490444
Inter Cos: 0.009061248041689396
Norm Quadratic Average: 1.0540549755096436
Nearest Class Center Accuracy: 0.422

Layer 3: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 2.123704671859741
Intra Cos: 0.006650938186794519
Inter Cos: 0.00999884307384491
Norm Quadratic Average: 1.4705512523651123
Nearest Class Center Accuracy: 0.436

Layer 4: ReLU()
Intra Cos: 0.01556959468871355
Inter Cos: 0.011267262510955334
Norm Quadratic Average: 0.24508169293403625
Nearest Class Center Accuracy: 0.49125

Layer 5: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.558720588684082
Intra Cos: 0.07567702233791351
Inter Cos: 0.061063285917043686
Norm Quadratic Average: 0.08528977632522583
Nearest Class Center Accuracy: 0.6025

Layer 6: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.5818538069725037
Intra Cos: 0.0645025447010994
Inter Cos: 0.054954323917627335
Norm Quadratic Average: 0.5394943952560425
Nearest Class Center Accuracy: 0.61575

Layer 7: ReLU()
Intra Cos: 0.07525214552879333
Inter Cos: 0.7461256384849548
Norm Quadratic Average: 0.09501101076602936
Nearest Class Center Accuracy: 0.8595

Layer 8: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.14138831198215485
Intra Cos: 0.2883465886116028
Inter Cos: 0.6819232702255249
Norm Quadratic Average: 0.07681673020124435
Nearest Class Center Accuracy: 0.87925

Layer 9: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.1441773623228073
Intra Cos: 0.36025533080101013
Inter Cos: 0.7068673968315125
Norm Quadratic Average: 0.1357923448085785
Nearest Class Center Accuracy: 0.8965

Layer 10: ReLU()
Intra Cos: 0.23437626659870148
Inter Cos: 0.8209689259529114
Norm Quadratic Average: 0.01751483976840973
Nearest Class Center Accuracy: 0.89625

Layer 11: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.04616377502679825
Intra Cos: 0.23073109984397888
Inter Cos: 0.8206701278686523
Norm Quadratic Average: 0.017330579459667206
Nearest Class Center Accuracy: 0.896

Layer 12: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.046219080686569214
Intra Cos: 0.22960618138313293
Inter Cos: 0.8196448683738708
Norm Quadratic Average: 0.040488582104444504
Nearest Class Center Accuracy: 0.89625

Layer 13: ReLU()
Intra Cos: 0.22877533733844757
Inter Cos: 0.8188493847846985
Norm Quadratic Average: 0.001803055522032082
Nearest Class Center Accuracy: 0.89625

Layer 14: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.05164848640561104
Intra Cos: 0.22892753779888153
Inter Cos: 0.8186748623847961
Norm Quadratic Average: 0.0018028233898803592
Nearest Class Center Accuracy: 0.89625

Layer 15: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.05166513845324516
Intra Cos: 0.229026198387146
Inter Cos: 0.818164587020874
Norm Quadratic Average: 0.025434885174036026
Nearest Class Center Accuracy: 0.89625

Layer 16: ReLU()
Intra Cos: 0.22902622818946838
Inter Cos: 0.8181650638580322
Norm Quadratic Average: 0.001313534565269947
Nearest Class Center Accuracy: 0.89625

Layer 17: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.056847766041755676
Intra Cos: 0.2290261685848236
Inter Cos: 0.8181648254394531
Norm Quadratic Average: 0.0013135334011167288
Nearest Class Center Accuracy: 0.89625

Layer 18: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.05687319487333298
Intra Cos: 0.2290262132883072
Inter Cos: 0.8181642889976501
Norm Quadratic Average: 0.02158963866531849
Nearest Class Center Accuracy: 0.89625

Layer 19: ReLU()
Intra Cos: 0.22902601957321167
Inter Cos: 0.818164587020874
Norm Quadratic Average: 0.0012243520468473434
Nearest Class Center Accuracy: 0.89625

Layer 20: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.06113751232624054
Intra Cos: 0.22902601957321167
Inter Cos: 0.818164587020874
Norm Quadratic Average: 0.001224349718540907
Nearest Class Center Accuracy: 0.89625

Layer 21: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.061191339045763016
Intra Cos: 0.22902628779411316
Inter Cos: 0.8181644678115845
Norm Quadratic Average: 0.021972106769680977
Nearest Class Center Accuracy: 0.89625

Layer 22: ReLU()
Intra Cos: 0.22902506589889526
Inter Cos: 0.8181697130203247
Norm Quadratic Average: 0.0013430028920993209
Nearest Class Center Accuracy: 0.89625

Layer 23: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.06505045294761658
Intra Cos: 0.2290249913930893
Inter Cos: 0.8181697726249695
Norm Quadratic Average: 0.0013429985847324133
Nearest Class Center Accuracy: 0.89625

Layer 24: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.06504787504673004
Intra Cos: 0.22902624309062958
Inter Cos: 0.8181641101837158
Norm Quadratic Average: 0.02276393584907055
Nearest Class Center Accuracy: 0.89625

Layer 25: ReLU()
Intra Cos: 0.22813531756401062
Inter Cos: 0.8202295899391174
Norm Quadratic Average: 0.0014457965735346079
Nearest Class Center Accuracy: 0.89625

Layer 26: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.07025554776191711
Intra Cos: 0.2281351536512375
Inter Cos: 0.8202292919158936
Norm Quadratic Average: 0.0014457914512604475
Nearest Class Center Accuracy: 0.89625

Layer 27: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.07025952637195587
Intra Cos: 0.2290262132883072
Inter Cos: 0.8181641101837158
Norm Quadratic Average: 0.029086388647556305
Nearest Class Center Accuracy: 0.89625

Layer 28: ReLU()
Intra Cos: 0.229026198387146
Inter Cos: 0.818164050579071
Norm Quadratic Average: 0.002043332438915968
Nearest Class Center Accuracy: 0.89625

Layer 29: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.07906322181224823
Intra Cos: 0.22902628779411316
Inter Cos: 0.818164050579071
Norm Quadratic Average: 0.002043326385319233
Nearest Class Center Accuracy: 0.89625

Layer 30: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.07921198010444641
Intra Cos: 0.2290262132883072
Inter Cos: 0.8181641101837158
Norm Quadratic Average: 0.04259473830461502
Nearest Class Center Accuracy: 0.89625

Layer 31: ReLU()
Intra Cos: 0.2290256917476654
Inter Cos: 0.8181744813919067
Norm Quadratic Average: 0.0033738736528903246
Nearest Class Center Accuracy: 0.89625

Layer 32: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.10330071300268173
Intra Cos: 0.2290261685848236
Inter Cos: 0.8181642889976501
Norm Quadratic Average: 0.003367782337591052
Nearest Class Center Accuracy: 0.89625

Layer 33: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.11442634463310242
Intra Cos: 0.22902625799179077
Inter Cos: 0.8181643486022949
Norm Quadratic Average: 0.0742172822356224
Nearest Class Center Accuracy: 0.89625

Layer 34: ReLU()
Intra Cos: 0.22902193665504456
Inter Cos: 0.8182514309883118
Norm Quadratic Average: 0.00848870538175106
Nearest Class Center Accuracy: 0.89625

Layer 35: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.23275522887706757
Intra Cos: 0.22902615368366241
Inter Cos: 0.8181638717651367
Norm Quadratic Average: 0.008425947278738022
Nearest Class Center Accuracy: 0.89625

Layer 36: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.2339743822813034
Intra Cos: 0.2290262132883072
Inter Cos: 0.8181641101837158
Norm Quadratic Average: 0.21182455122470856
Nearest Class Center Accuracy: 0.89625

Layer 37: ReLU()
Intra Cos: 0.22902625799179077
Inter Cos: 0.8181644082069397
Norm Quadratic Average: 0.04936511814594269
Nearest Class Center Accuracy: 0.89625

Layer 38: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.49457624554634094
Intra Cos: 0.1365436464548111
Inter Cos: 0.8657110929489136
Norm Quadratic Average: 0.04426387697458267
Nearest Class Center Accuracy: 0.89975

Layer 39: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.49211472272872925
Intra Cos: 0.1452382653951645
Inter Cos: 0.8620763421058655
Norm Quadratic Average: 0.47205260396003723
Nearest Class Center Accuracy: 0.9005

Layer 40: ReLU()
Intra Cos: 0.10577722638845444
Inter Cos: 0.8736944198608398
Norm Quadratic Average: 0.23006822168827057
Nearest Class Center Accuracy: 0.9005

Layer 41: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 2.2117347717285156
Intra Cos: 0.7308213114738464
Inter Cos: 0.5207842588424683
Norm Quadratic Average: 0.12335923314094543
Nearest Class Center Accuracy: 0.8975

Layer 42: Linear(in_features=200, out_features=4, bias=True)
Linear Weight Norm: 2.239474058151245
Intra Cos: 0.7096545100212097
Inter Cos: 0.46468037366867065
Norm Quadratic Average: 2.124781370162964
Nearest Class Center Accuracy: 0.8975

Output Layer:
Intra Cos: 0.7270067930221558
Inter Cos: 0.4034959077835083
Norm Quadratic Average: 3.6318116188049316
Nearest Class Center Accuracy: 0.9

Test Set:
Layer 0: Linear(in_features=16, out_features=200, bias=True)
Linear Weight Norm: 2.796421766281128
Intra Cos: 0.0012242719531059265
Inter Cos: 0.0006972036208026111
Norm Quadratic Average: 3.9999916553497314
Nearest Class Center Accuracy: 0.367

Layer 1: ReLU()
Intra Cos: 0.0017085578292608261
Inter Cos: 0.0011973873479291797
Norm Quadratic Average: 2.8008580207824707
Nearest Class Center Accuracy: 0.375

Layer 2: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 1.483829140663147
Intra Cos: 0.0009469692595303059
Inter Cos: 0.006738133728504181
Norm Quadratic Average: 1.0614279508590698
Nearest Class Center Accuracy: 0.425

Layer 3: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 2.123704671859741
Intra Cos: 0.0010165865533053875
Inter Cos: 0.0077276332303881645
Norm Quadratic Average: 1.4816447496414185
Nearest Class Center Accuracy: 0.437

Layer 4: ReLU()
Intra Cos: 0.013954180292785168
Inter Cos: 0.025360630825161934
Norm Quadratic Average: 0.24343517422676086
Nearest Class Center Accuracy: 0.359

Layer 5: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.558720588684082
Intra Cos: 0.011072199791669846
Inter Cos: 0.028524337336421013
Norm Quadratic Average: 0.08349666744470596
Nearest Class Center Accuracy: 0.352

Layer 6: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.5818538069725037
Intra Cos: 0.009400635957717896
Inter Cos: 0.028010310605168343
Norm Quadratic Average: 0.5289123058319092
Nearest Class Center Accuracy: 0.352

Layer 7: ReLU()
Intra Cos: 0.01418089959770441
Inter Cos: 0.0392334908246994
Norm Quadratic Average: 0.0873984768986702
Nearest Class Center Accuracy: 0.313

Layer 8: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.14138831198215485
Intra Cos: 0.03216458857059479
Inter Cos: 0.0469631627202034
Norm Quadratic Average: 0.07104255259037018
Nearest Class Center Accuracy: 0.32

Layer 9: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.1441773623228073
Intra Cos: 0.0333254300057888
Inter Cos: 0.04302649199962616
Norm Quadratic Average: 0.12552474439144135
Nearest Class Center Accuracy: 0.308

Layer 10: ReLU()
Intra Cos: 0.0035138502717018127
Inter Cos: 0.02315727435052395
Norm Quadratic Average: 0.0162540003657341
Nearest Class Center Accuracy: 0.302

Layer 11: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.04616377502679825
Intra Cos: 0.002772013656795025
Inter Cos: 0.022958949208259583
Norm Quadratic Average: 0.01608424447476864
Nearest Class Center Accuracy: 0.302

Layer 12: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.046219080686569214
Intra Cos: 0.002306991722434759
Inter Cos: 0.022898197174072266
Norm Quadratic Average: 0.03758231922984123
Nearest Class Center Accuracy: 0.302

Layer 13: ReLU()
Intra Cos: 0.0021451376378536224
Inter Cos: 0.023621750995516777
Norm Quadratic Average: 0.0016737008700147271
Nearest Class Center Accuracy: 0.302

Layer 14: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.05164848640561104
Intra Cos: 0.002145138569176197
Inter Cos: 0.023621894419193268
Norm Quadratic Average: 0.0016734853852540255
Nearest Class Center Accuracy: 0.302

Layer 15: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.05166513845324516
Intra Cos: 0.0021451376378536224
Inter Cos: 0.023622049018740654
Norm Quadratic Average: 0.023610135540366173
Nearest Class Center Accuracy: 0.302

Layer 16: ReLU()
Intra Cos: 0.0021451390348374844
Inter Cos: 0.023622050881385803
Norm Quadratic Average: 0.0012192990398034453
Nearest Class Center Accuracy: 0.302

Layer 17: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.056847766041755676
Intra Cos: 0.0021451390348374844
Inter Cos: 0.023622049018740654
Norm Quadratic Average: 0.001219297875650227
Nearest Class Center Accuracy: 0.302

Layer 18: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.05687319487333298
Intra Cos: 0.002145137172192335
Inter Cos: 0.023622045293450356
Norm Quadratic Average: 0.020040757954120636
Nearest Class Center Accuracy: 0.302

Layer 19: ReLU()
Intra Cos: 0.002145136706531048
Inter Cos: 0.023622045293450356
Norm Quadratic Average: 0.0011365145910531282
Nearest Class Center Accuracy: 0.302

Layer 20: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.06113751232624054
Intra Cos: 0.0021451390348374844
Inter Cos: 0.023622043430805206
Norm Quadratic Average: 0.0011365124955773354
Nearest Class Center Accuracy: 0.302

Layer 21: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.061191339045763016
Intra Cos: 0.0021451376378536224
Inter Cos: 0.023622045293450356
Norm Quadratic Average: 0.020395783707499504
Nearest Class Center Accuracy: 0.302

Layer 22: ReLU()
Intra Cos: 0.0021451381035149097
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.001246653264388442
Nearest Class Center Accuracy: 0.302

Layer 23: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.06505045294761658
Intra Cos: 0.002145138569176197
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.0012466493062675
Nearest Class Center Accuracy: 0.302

Layer 24: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.06504787504673004
Intra Cos: 0.0021451376378536224
Inter Cos: 0.023622049018740654
Norm Quadratic Average: 0.02113080769777298
Nearest Class Center Accuracy: 0.302

Layer 25: ReLU()
Intra Cos: 0.0021451390348374844
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.0013420722680166364
Nearest Class Center Accuracy: 0.302

Layer 26: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.07025554776191711
Intra Cos: 0.0021451329812407494
Inter Cos: 0.023622043430805206
Norm Quadratic Average: 0.0013420674949884415
Nearest Class Center Accuracy: 0.302

Layer 27: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.07025952637195587
Intra Cos: 0.002145137172192335
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.02699967287480831
Nearest Class Center Accuracy: 0.302

Layer 28: ReLU()
Intra Cos: 0.002145135775208473
Inter Cos: 0.023622045293450356
Norm Quadratic Average: 0.0018967397045344114
Nearest Class Center Accuracy: 0.302

Layer 29: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.07906322181224823
Intra Cos: 0.002145135775208473
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.00189673388376832
Nearest Class Center Accuracy: 0.302

Layer 30: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.07921198010444641
Intra Cos: 0.002145137172192335
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.0395389087498188
Nearest Class Center Accuracy: 0.302

Layer 31: ReLU()
Intra Cos: 0.002145135309547186
Inter Cos: 0.023622039705514908
Norm Quadratic Average: 0.003131825476884842
Nearest Class Center Accuracy: 0.302

Layer 32: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.10330071300268173
Intra Cos: 0.0021451376378536224
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.0031261704862117767
Nearest Class Center Accuracy: 0.302

Layer 33: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.11442634463310242
Intra Cos: 0.002145135309547186
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.06889277696609497
Nearest Class Center Accuracy: 0.302

Layer 34: ReLU()
Intra Cos: 0.002145137172192335
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.007879708893597126
Nearest Class Center Accuracy: 0.302

Layer 35: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.23275522887706757
Intra Cos: 0.0021451390348374844
Inter Cos: 0.023622045293450356
Norm Quadratic Average: 0.007821453735232353
Nearest Class Center Accuracy: 0.302

Layer 36: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.2339743822813034
Intra Cos: 0.002145137172192335
Inter Cos: 0.023622047156095505
Norm Quadratic Average: 0.19662782549858093
Nearest Class Center Accuracy: 0.302

Layer 37: ReLU()
Intra Cos: 0.0021451362408697605
Inter Cos: 0.023622045293450356
Norm Quadratic Average: 0.04582357034087181
Nearest Class Center Accuracy: 0.302

Layer 38: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 0.49457624554634094
Intra Cos: 0.011229138821363449
Inter Cos: 0.036406341940164566
Norm Quadratic Average: 0.040680982172489166
Nearest Class Center Accuracy: 0.301

Layer 39: Linear(in_features=200, out_features=200, bias=True)
Linear Weight Norm: 0.49211472272872925
Intra Cos: 0.011587089858949184
Inter Cos: 0.036135587841272354
Norm Quadratic Average: 0.4338642656803131
Nearest Class Center Accuracy: 0.302

Layer 40: ReLU()
Intra Cos: 0.008942334912717342
Inter Cos: 0.03452478349208832
Norm Quadratic Average: 0.21125876903533936
Nearest Class Center Accuracy: 0.301

Layer 41: BatchNorm1d(200, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
Batch Normalization Weight Norm: 2.2117347717285156
Intra Cos: 0.028163354843854904
Inter Cos: 0.09948641061782837
Norm Quadratic Average: 0.11297543346881866
Nearest Class Center Accuracy: 0.308

Layer 42: Linear(in_features=200, out_features=4, bias=True)
Linear Weight Norm: 2.239474058151245
Intra Cos: 0.059361670166254044
Inter Cos: 0.09152054786682129
Norm Quadratic Average: 1.9323240518569946
Nearest Class Center Accuracy: 0.314

Output Layer:
Intra Cos: 0.07330503314733505
Inter Cos: 0.10140033066272736
Norm Quadratic Average: 3.2880375385284424
Nearest Class Center Accuracy: 0.31

