[ImgBot] Optimize images #1
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![imgbot[bot]](https://avatars.githubusercontent.com/in/4706?s=60&v=4){kind=small}
*Total -- 32,121.76kb -> 23,326.90kb (27.38%) /images/att_00023.png -- 42.21kb -> 10.12kb (76.02%) /images/att_00070.png -- 48.64kb -> 11.74kb (75.86%) /images/att_00024.png -- 37.83kb -> 9.70kb (74.35%) /images/att_00020.png -- 57.05kb -> 15.61kb (72.63%) /images/att_00022.png -- 82.16kb -> 23.16kb (71.81%) /images/att_00026.png -- 62.14kb -> 17.56kb (71.74%) /images/att_00031.png -- 194.16kb -> 62.36kb (67.88%) /images/att_00050.png -- 55.05kb -> 23.84kb (56.7%) /images/gitblog/image3.png -- 21.00kb -> 9.26kb (55.92%) /images/att_00048.png -- 28.20kb -> 12.60kb (55.31%) /images/ethics/image17.png -- 1,806.88kb -> 838.01kb (53.62%) /images/chapter9_conv_pad.png -- 16.39kb -> 7.78kb (52.5%) /images/att_00013.png -- 370.95kb -> 177.14kb (52.25%) /images/ethics/image2.png -- 310.27kb -> 151.51kb (51.17%) /images/att_00025.png -- 73.27kb -> 36.05kb (50.8%) /images/att_00047.png -- 35.31kb -> 17.85kb (49.46%) /images/att_00063.png -- 101.55kb -> 55.36kb (45.48%) /images/att_00071.png -- 95.00kb -> 52.76kb (44.47%) /images/att_00068.png -- 23.04kb -> 12.95kb (43.78%) /images/chapter9_loss_landscape.png -- 448.55kb -> 255.30kb (43.08%) /images/att_00060.png -- 3,674.10kb -> 2,108.88kb (42.6%) /images/att_00018.png -- 70.10kb -> 40.84kb (41.74%) /images/att_00040.png -- 43.23kb -> 25.27kb (41.55%) /images/ethics/image13.png -- 1,013.98kb -> 594.06kb (41.41%) /images/att_00069.png -- 92.38kb -> 54.17kb (41.36%) /images/att_00044.png -- 1,172.91kb -> 688.49kb (41.3%) /images/att_00021.png -- 11.83kb -> 6.98kb (41.01%) /images/att_00001.png -- 97.68kb -> 57.71kb (40.92%) /images/att_00059.png -- 32.26kb -> 19.09kb (40.81%) /images/chapter9_conv_stride.png -- 9.06kb -> 5.45kb (39.86%) /images/gitblog/image5.png -- 78.22kb -> 47.56kb (39.19%) /images/att_00019.png -- 111.29kb -> 68.10kb (38.81%) /images/fast_template/image6.png -- 96.48kb -> 59.97kb (37.84%) /images/att_00036.png -- 55.64kb -> 34.82kb (37.42%) /images/att_00035.png -- 83.18kb -> 52.98kb (36.31%) /images/driver_phone.png -- 260.31kb -> 167.46kb (35.67%) /images/driver_phone2.png -- 261.36kb -> 168.57kb (35.5%) /images/att_00058.png -- 41.77kb -> 26.98kb (35.4%) /images/fast_template/image2.png -- 3.49kb -> 2.29kb (34.48%) /images/fast_template/image1.png -- 79.92kb -> 52.85kb (33.87%) /images/fltscale.svg -- 61.15kb -> 41.10kb (32.78%) /images/att_00062.png -- 12.17kb -> 8.25kb (32.2%) /images/fast_template/image9.png -- 14.22kb -> 9.70kb (31.76%) /images/timeseries1.png -- 26.40kb -> 18.02kb (31.75%) /images/fast_template/image4.png -- 11.62kb -> 7.95kb (31.54%) /images/att_00012.png -- 685.35kb -> 469.75kb (31.46%) /images/timeseries2.png -- 22.10kb -> 15.31kb (30.71%) /images/fast_template/image10.png -- 19.77kb -> 13.73kb (30.54%) /images/att_00000.png -- 107.58kb -> 74.74kb (30.53%) /images/timeseries3.png -- 22.03kb -> 15.35kb (30.33%) /images/LSTM.png -- 112.01kb -> 78.09kb (30.28%) /images/fast_template/image15.png -- 31.51kb -> 22.03kb (30.11%) /images/gitblog/image1.png -- 31.51kb -> 22.03kb (30.11%) /images/fast_template/image12.png -- 11.29kb -> 7.91kb (30%) /images/fast_template/image16.png -- 15.66kb -> 11.01kb (29.68%) /images/gitblog/image2.png -- 15.66kb -> 11.01kb (29.68%) /images/fast_template/image7.png -- 54.39kb -> 38.33kb (29.53%) /images/att_00028.png -- 105.61kb -> 74.59kb (29.37%) /images/fast_template/image8.png -- 17.38kb -> 12.33kb (29.05%) /images/att_00038.png -- 176.82kb -> 126.12kb (28.68%) /images/matmul2.svg -- 28.54kb -> 20.43kb (28.44%) /images/att_00017.png -- 295.43kb -> 211.67kb (28.35%) /images/ethics/image12.png -- 108.26kb -> 77.58kb (28.34%) /images/ethics/image4.png -- 2,554.81kb -> 1,834.76kb (28.18%) /images/att_00054.png -- 42.82kb -> 31.23kb (27.06%) /images/att_00065.png -- 131.26kb -> 95.84kb (26.98%) /images/att_00014.png -- 818.68kb -> 598.39kb (26.91%) /images/att_00064.png -- 114.91kb -> 84.20kb (26.72%) /images/ethics/image6.png -- 122.58kb -> 90.71kb (26%) /images/att_00066.png -- 131.93kb -> 97.69kb (25.95%) /images/att_00067.png -- 100.37kb -> 74.62kb (25.66%) /images/att_00032.png -- 7.77kb -> 5.79kb (25.52%) /images/att_00037.png -- 68.69kb -> 51.16kb (25.52%) /images/fast_template/image11.png -- 38.09kb -> 28.55kb (25.04%) /images/att_00002.png -- 243.69kb -> 183.44kb (24.72%) /images/att_00007.png -- 243.69kb -> 183.44kb (24.72%) /images/att_00061.png -- 91.88kb -> 69.35kb (24.52%) /images/att_00027.png -- 101.97kb -> 77.16kb (24.33%) /images/Dropout.png -- 143.28kb -> 108.47kb (24.3%) /images/att_00004.png -- 37.48kb -> 28.38kb (24.29%) /images/att_00009.png -- 37.48kb -> 28.38kb (24.29%) /images/att_00046.png -- 43.05kb -> 32.86kb (23.67%) /images/att_00030.png -- 124.36kb -> 95.49kb (23.21%) /images/fast_template/image14.png -- 18.73kb -> 14.41kb (23.06%) /images/fast_template/image5.png -- 60.02kb -> 46.27kb (22.92%) /images/att_00057.png -- 62.39kb -> 48.21kb (22.73%) /images/chapter9_conv_rgb.png -- 36.48kb -> 28.22kb (22.66%) /images/att_00015.png -- 911.28kb -> 706.62kb (22.46%) /images/0_jupyter.png -- 63.33kb -> 49.18kb (22.34%) /images/att_00034.png -- 4.45kb -> 3.48kb (21.69%) /images/att_00029.png -- 161.44kb -> 126.60kb (21.58%) /images/ethics/image1.png -- 745.05kb -> 585.90kb (21.36%) /images/fast_template/image3.png -- 31.95kb -> 25.23kb (21.03%) /images/sklearn_features.png -- 57.56kb -> 45.49kb (20.97%) /images/att_00043.png -- 22.44kb -> 17.81kb (20.64%) /images/att_00033.png -- 4.79kb -> 3.80kb (20.62%) /images/ethics/image10.png -- 441.52kb -> 351.75kb (20.33%) /images/att_00041.png -- 133.06kb -> 106.07kb (20.29%) /images/att_00049.png -- 37.92kb -> 30.36kb (19.94%) /images/fast_template/image13.png -- 11.37kb -> 9.12kb (19.8%) /images/att_00056.png -- 719.39kb -> 578.90kb (19.53%) /images/att_00011.png -- 45.05kb -> 36.55kb (18.88%) /images/att_00006.png -- 45.05kb -> 36.55kb (18.88%) /images/att_00053.png -- 126.21kb -> 103.63kb (17.9%) /images/att_00039.png -- 59.10kb -> 48.89kb (17.28%) /images/att_00016.png -- 471.45kb -> 394.75kb (16.27%) /images/chapter1_add.png -- 24.96kb -> 20.95kb (16.05%) /images/cover.png -- 224.55kb -> 189.32kb (15.69%) /images/att_00051.png -- 82.95kb -> 70.66kb (14.81%) /images/chapter1_run.png -- 22.92kb -> 19.53kb (14.78%) /images/chapter1_busy.png -- 22.24kb -> 18.98kb (14.64%) /images/chapter1_markdown.png -- 22.05kb -> 18.93kb (14.14%) /images/ethics/image8.png -- 1,877.15kb -> 1,612.73kb (14.09%) /images/att_00045.png -- 109.92kb -> 94.61kb (13.93%) /images/Dropout1.png -- 138.03kb -> 119.08kb (13.73%) /images/chapter1_save.png -- 24.98kb -> 21.73kb (13.02%) /images/att_00055.png -- 277.14kb -> 242.48kb (12.51%) /images/chapter9_skip_connection.png -- 42.54kb -> 37.43kb (12.02%) /images/chapter4_overfit.png -- 54.57kb -> 48.03kb (11.98%) /images/ethics/image11.png -- 316.17kb -> 279.10kb (11.72%) /images/att_00052.png -- 81.67kb -> 72.55kb (11.17%) /images/chapter1_new_notebook.png -- 51.04kb -> 45.40kb (11.05%) /images/ethics/image3.jpeg -- 173.06kb -> 154.56kb (10.69%) /images/chapter1_terminal.png -- 40.96kb -> 36.61kb (10.63%) /images/colorful_summ.png -- 666.12kb -> 597.56kb (10.29%) /images/ethics/image9.jpeg -- 87.51kb -> 78.58kb (10.2%) /images/ethics/image14.png -- 190.91kb -> 171.57kb (10.13%) /images/att_00042.png -- 169.88kb -> 153.13kb (9.86%) /images/gitblog/commit.png -- 11.02kb -> 9.97kb (9.5%) /images/ethics/image16.png -- 934.90kb -> 846.83kb (9.42%) /images/ethics/image7.png -- 216.11kb -> 196.34kb (9.15%) /images/chapter9_baseconv.svg -- 31.44kb -> 28.87kb (8.19%) /images/chapter9_bottleneck.png -- 34.05kb -> 31.30kb (8.08%) /images/chapter9_conv_basic.png -- 76.13kb -> 70.10kb (7.92%) /images/turing_300.jpg -- 18.25kb -> 16.90kb (7.38%) /images/turing.jpg -- 162.92kb -> 150.90kb (7.37%) /images/gitblog/image4.png -- 22.50kb -> 20.84kb (7.36%) /images/colorful_dist.jpeg -- 105.10kb -> 97.99kb (6.76%) /images/chapter9_rgb_conv_stack.svg -- 10.15kb -> 9.79kb (3.52%) /images/grizzly.jpg -- 681.28kb -> 658.39kb (3.36%) /images/chapter9_rgbconv.svg -- 18.78kb -> 18.20kb (3.13%) /images/chapter2_small.svg -- 19.40kb -> 18.81kb (3.04%) /images/chapter2_bouncy.svg -- 18.55kb -> 18.00kb (2.99%) /images/chapter9_strideconv.svg -- 4.69kb -> 4.56kb (2.91%) /images/chapter9_nopadconv.svg -- 4.70kb -> 4.56kb (2.91%) /images/chapter2_perfect.svg -- 16.02kb -> 15.57kb (2.8%) /images/chapter2_div.svg -- 16.03kb -> 15.58kb (2.8%) /images/tarsier.png -- 1,465.80kb -> 1,427.61kb (2.61%) /images/grad_illustration.svg -- 13.78kb -> 13.43kb (2.54%) /images/chapter9_padconv.svg -- 7.59kb -> 7.39kb (2.52%) /images/mnist3_xl_custom.gif -- 44.18kb -> 43.44kb (1.69%) /images/mnist3_xl_300.gif -- 44.18kb -> 43.44kb (1.69%) /images/chapter7_neuron.png -- 95.53kb -> 94.71kb (0.86%) /images/ethics/image5.png -- 352.65kb -> 351.63kb (0.29%) /images/profit_drivers.gif -- 37.03kb -> 36.94kb (0.25%) /images/chapter1_cat_example.jpg -- 8.22kb -> 8.20kb (0.21%) /images/chapter9_cat_conv.png -- 247.35kb -> 247.24kb (0.05%) /images/analytics_chain.gif -- 47.98kb -> 47.97kb (0.02%) Signed-off-by: ImgBotApp <ImgBotHelp@gmail.com>
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Beep boop. Your images are optimized!
Your image file size has been reduced by 27% 🎉
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