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| File | Before | After | Percent reduction | |:--|:--|:--|:--| | /Observations/Activation Function.png | 8.10kb | 2.97kb | 63.33% | | /Notebooks/Observations/Test1.PNG | 21.60kb | 8.77kb | 59.40% | | /Observations/Mish_bar.png | 17.39kb | 7.18kb | 58.72% | | /Notebooks/Observations/MNIST-GAN.PNG | 99.25kb | 48.87kb | 50.76% | | /Observations/delta.png | 6.05kb | 3.06kb | 49.47% | | /Notebooks/Observations/KMNIST.png | 2,080.01kb | 1,056.27kb | 49.22% | | /Observations/imgtemp_x5rglu-1.png | 7.32kb | 4.19kb | 42.67% | | /Observations/d1.png | 8.00kb | 4.62kb | 42.30% | | /Observations/Mish_noise.png | 714.97kb | 425.23kb | 40.53% | | /Observations/imgtemp_ugysxo-1.png | 8.43kb | 5.23kb | 37.99% | | /Observations/imgtemp_utahjs-1.png | 10.95kb | 6.95kb | 36.50% | | /Observations/omega.png | 10.01kb | 6.40kb | 36.01% | | /Observations/table_eq.png | 13.32kb | 9.10kb | 31.65% | | /Observations/Mish_Landscape_1.png | 149.00kb | 103.67kb | 30.42% | | /Observations/series.png | 15.64kb | 11.10kb | 29.04% | | /Observations/series2.png | 14.71kb | 10.45kb | 28.96% | | /Observations/Mish_loss_2d.png | 152.58kb | 109.22kb | 28.41% | | /Observations/graph_mish.png | 23.26kb | 16.74kb | 28.05% | | /Observations/d2.png | 20.05kb | 14.69kb | 26.74% | | /Observations/act.png | 26.93kb | 19.82kb | 26.40% | | /Notebooks/Observations/confusion_100.PNG | 45.90kb | 35.08kb | 23.58% | | /Notebooks/Observations/inceptionv3.png | 295.60kb | 228.28kb | 22.77% | | /Notebooks/Observations/inceptionc100.png | 274.39kb | 213.48kb | 22.20% | | /Notebooks/Observations/se34c100.png | 269.88kb | 210.18kb | 22.12% | | /Notebooks/Observations/mobilev2c100.png | 270.45kb | 210.92kb | 22.01% | | /Notebooks/Observations/shufflev2c100.png | 255.47kb | 200.31kb | 21.59% | | /Notebooks/Observations/dense121c100.png | 250.02kb | 196.33kb | 21.47% | | /Notebooks/Observations/resnext50c100.png | 267.73kb | 210.73kb | 21.29% | | /Notebooks/Observations/dense201c100.png | 287.83kb | 228.01kb | 20.79% | | /Notebooks/Observations/dense161c100.png | 292.25kb | 231.67kb | 20.73% | | /Notebooks/Observations/squeezec100.png | 264.90kb | 210.01kb | 20.72% | | /Notebooks/Observations/mobilec100.png | 293.20kb | 232.57kb | 20.68% | | /Notebooks/Observations/shufflev1c100.png | 285.40kb | 226.55kb | 20.62% | | /Notebooks/Observations/dense169c100.png | 288.72kb | 229.33kb | 20.57% | | /Observations/complex.png | 249.74kb | 199.69kb | 20.04% | | /Notebooks/Observations/se18c100.png | 282.78kb | 226.64kb | 19.85% | | /Observations/Mish3.png | 86.59kb | 70.98kb | 18.03% | | /Notebooks/Observations/Loss1.png | 105.55kb | 86.97kb | 17.60% | | /Notebooks/Observations/mobile.png | 281.25kb | 232.19kb | 17.45% | | /Notebooks/Observations/effb0.png | 236.56kb | 195.64kb | 17.30% | | /Notebooks/Observations/squeeze.png | 280.12kb | 231.68kb | 17.29% | | /Notebooks/Observations/shufflev2.png | 290.34kb | 241.08kb | 16.97% | | /Notebooks/Observations/dense121.png | 261.12kb | 217.33kb | 16.77% | | /Notebooks/Observations/shuffle.png | 277.71kb | 231.19kb | 16.75% | | /Notebooks/Observations/effb2.png | 159.72kb | 133.34kb | 16.52% | | /Notebooks/Observations/All_50.png | 120.31kb | 100.59kb | 16.39% | | /Notebooks/Observations/dense161.png | 260.63kb | 218.44kb | 16.19% | | /Notebooks/Observations/mobile2.png | 293.14kb | 246.12kb | 16.04% | | /Observations/Histogram_Mish.png | 53.79kb | 45.24kb | 15.89% | | /Notebooks/Observations/se18.png | 269.01kb | 227.55kb | 15.41% | | /Notebooks/Observations/resnext50.png | 269.82kb | 229.29kb | 15.02% | | /Notebooks/Observations/se34.png | 265.34kb | 225.53kb | 15.00% | | /Notebooks/Observations/kmnist_graph.png | 127.03kb | 108.71kb | 14.42% | | /Observations/Distribution.png | 53.03kb | 45.56kb | 14.09% | | /Notebooks/Observations/dense169.png | 278.46kb | 239.79kb | 13.89% | | /Notebooks/Observations/res110.png | 490.25kb | 427.93kb | 12.71% | | /Notebooks/Observations/dense201.png | 286.64kb | 250.31kb | 12.67% | | /Notebooks/Observations/res110c100.png | 419.65kb | 366.94kb | 12.56% | | /Notebooks/Observations/res1642.png | 448.00kb | 392.06kb | 12.49% | | /Notebooks/Observations/effb1.png | 259.62kb | 227.24kb | 12.47% | | /Notebooks/Observations/res164c100.png | 389.00kb | 340.59kb | 12.44% | | /Notebooks/Observations/dcgan1.png | 137.70kb | 120.80kb | 12.28% | | /Notebooks/Observations/res56v1c100.png | 358.39kb | 314.82kb | 12.16% | | /Notebooks/Observations/vgg.png | 297.93kb | 262.12kb | 12.02% | | /Notebooks/Observations/res1102.png | 459.04kb | 404.09kb | 11.97% | | /Notebooks/Observations/svhn.png | 316.48kb | 279.79kb | 11.59% | | /Notebooks/Observations/res20v2c100.png | 359.81kb | 318.32kb | 11.53% | | /Notebooks/Observations/res442c100.png | 369.61kb | 327.07kb | 11.51% | | /Notebooks/Observations/res110v2c100.png | 387.74kb | 343.69kb | 11.36% | | /Notebooks/Observations/res164v2c100.png | 355.30kb | 315.23kb | 11.28% | | /Notebooks/Observations/capsule.png | 606.98kb | 541.85kb | 10.73% | | /Notebooks/Observations/res164.png | 390.81kb | 350.07kb | 10.42% | | /Notebooks/Observations/res2452.png | 432.64kb | 388.24kb | 10.26% | | /Observations/Derivatives.png | 80.62kb | 72.99kb | 9.46% | | /Notebooks/Observations/c10_r1_32.png | 348.27kb | 318.22kb | 8.63% | | /Notebooks/Observations/c10_r1_20.png | 364.85kb | 340.14kb | 6.77% | | /Notebooks/Observations/res44c10v1.png | 309.72kb | 288.92kb | 6.72% | | /Notebooks/Observations/loss.PNG | 93.36kb | 90.40kb | 3.17% | | | | | | | **Total :** | **19,513.75kb** | **15,573.37kb** | **20.19%** |

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