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308.862 476.216 Tm [ (Figure) -248.003 (1\056) ] TJ /R9 8.9664 Tf 1 0 0 1 342.758 476.216 Tm (X3D) Tj /R11 8.9664 Tf 0.98 0 0 1 362.37 476.216 Tm [ (netw) 10.0078 (orks) -248 (progressi) 26.0226 (v) 15.0034 (ely) ] TJ ET Q 0.95703 0.61523 0.30591 rg q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 0.98 0 0 1 445.838 476.216 Tm [ (e) 15.0145 (xpand) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 0.98 0 0 1 473.262 476.216 Tm (a) Tj ET Q 0.5 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 0.98 0 0 1 479.343 476.216 Tm [ (2D) -249 (netw) 10.9858 (ork) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 0.98 0 0 1 523.155 476.216 Tm (across) Tj 1.02 0 0 1 308.862 465.257 Tm [ (the) -261.019 (follo) 24.0144 (wing) -261.003 (ax) 14.989 (es\072) -336.012 (T) 68.9946 (emporal) -260.981 (duration) ] TJ ET Q 0.31372 0.78516 0.70508 rg q 10 0 0 10 0 0 cm BT /R93 8.9664 Tf 1 0 0 1 452.078 465.257 Tm [ <0d> -0.80051 ] TJ /R95 5.9776 Tf 5.43203 -0.99609 Td [ (t) -0.40026 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1.02 0 0 1 461.25 465.257 Tm [ (\054) -265.012 (frame) -260.997 (rate) ] TJ ET Q 0.39209 0.69727 0.39209 rg q 10 0 0 10 0 0 cm BT /R93 8.9664 Tf 1 0 0 1 505.774 465.257 Tm [ <0d> -0.80051 ] TJ /R95 5.9776 Tf 5.43164 -0.99609 Td [ (\034) -0.89854 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1.02 0 0 1 516.522 465.257 Tm [ (\054) -265.012 (spatial) ] TJ 1 0 0 1 308.862 454.298 Tm (resolution) Tj ET Q 0.23535 0.4707 0.84766 rg q 10 0 0 10 0 0 cm BT /R93 8.9664 Tf 1 0 0 1 346.969 454.298 Tm [ <0d> -0.79779 ] TJ /R95 5.9776 Tf 5.43086 -0.99609 Td [ (s) -0.69841 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 356.716 454.298 Tm [ (\054) -250 (width) ] TJ ET Q 0.40381 0.30591 0.6543 rg q 10 0 0 10 0 0 cm BT /R93 8.9664 Tf 1 0 0 1 383.866 454.298 Tm [ <0d> -0.79779 ] TJ /R95 5.9776 Tf 5.43086 -0.99609 Td [ (w) -0.39617 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 396.055 454.298 Tm [ (\054) -250 (bottleneck) -250.011 (width) ] TJ ET Q 0.59961 0.19995 0.3999 rg q 10 0 0 10 0 0 cm BT /R93 8.9664 Tf 1 0 0 1 462.8 454.298 Tm [ <0d> -0.80051 ] TJ /R95 5.9776 Tf 5.43203 -1.06289 Td [ (b) -0.89854 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 472.513 454.298 Tm [ (\054) -250 (and) -250 (depth) ] TJ ET Q 0.65039 0.302 0.08228 rg q 10 0 0 10 0 0 cm BT /R93 8.9664 Tf 1 0 0 1 514.35 454.298 Tm [ <0d> -0.80051 ] TJ /R95 5.9776 Tf 5.43086 -1.06289 Td [ (d) -0.80051 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 8.9664 Tf 1 0 0 1 524.738 454.298 Tm (\056) Tj /R11 9.9626 Tf 1.02 0 0 1 320.817 421.674 Tm [ (This) -358.014 (paper) -357 (focuses) -357.995 (on) -357.98 (the) -357.015 (lo) 23.9916 (w\055computation) -357 (re) 13.9971 (gime) -357.01 (in) ] TJ 1.014 0 0 1 308.862 409.718 Tm [ (terms) -247.981 (of) -246.991 (computation\057accurac) 14.9886 (y) -247.991 (trade\055of) 24.9842 (f) -247.981 (for) -247 (video) -247.981 (recogni\055) ] TJ 1.02 0 0 1 308.862 397.763 Tm [ (tion\056) -452.986 (W) 78.0171 (e) -294.016 (base) -295.01 (our) -294.986 (design) -295.01 (upon) -295.006 (the) -294.011 (\223mobile\055re) 13.9971 (gime\042) -294.011 (mod\055) ] TJ 11.9547 TL T* [ (els) -263.011 (\133) ] TJ ET Q 0.1333 0.54492 0.1333 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 326.209 385.808 Tm (24) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 336.37 385.808 Tm (\054) Tj ET Q 0.1333 0.54492 0.1333 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 340.323 385.808 Tm (25) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 350.485 385.808 Tm (\054) Tj ET Q 0.1333 0.54492 0.1333 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 354.438 385.808 Tm (48) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 364.6 385.808 Tm [ (\135) -262.019 (de) 24.0084 (v) 14.9989 (eloped) -263 (for) -261.98 (image) -263.009 (recognition\056) -356 (Our) -263 (core) ] TJ -54.645 -11.9551 Td [ (idea) -282.003 (is) -281.016 (that) -282.018 (while) -282.003 (e) 15.0061 (xpanding) -281.984 (a) -281.984 (small) -280.994 (model) -282.003 (along) -282.003 (the) -281.018 (tem\055) ] TJ 1.007 0 0 1 308.862 361.898 Tm [ (poral) -248.995 (axis) -247.99 (can) -249.012 (increase) -249.007 (accurac) 15.0101 (y) 65 (\054) -249.009 (the) -248.985 (computa) 0.99288 (tion\057accurac) 14.0074 (y) ] TJ 1.003 0 0 1 308.862 349.943 Tm [ (trade\055of) 24.9846 (f) -247.984 (may) -247.996 (not) -249.005 (al) 9.98064 (w) 9.98064 (ays) -247.991 (be) -247.989 (best) -248.013 (compared) -247.999 (with) -248.991 (e) 15.0064 (xpanding) ] TJ /R13 9.9626 Tf 0.992 0 0 1 308.862 337.987 Tm [ (other) -250.996 (axes) ] TJ /R11 9.9626 Tf 41.2318 0 Td [ (\054) -250.983 (especially) -251.003 (in) -250.015 (the) -250.991 (lo) 25.0047 (w\055computation) -250.991 (re) 14.99 (gime) -249.978 (where) ] TJ 1 0 0 1 308.862 326.032 Tm [ (accurac) 14.9975 (y) -249.993 (can) -250 (increase) -250 (quickly) -250.007 (along) -250.017 (dif) 24.986 (ferent) -250.002 (ax) 15.0171 (es\056) ] TJ 1.017 0 0 1 320.817 313.679 Tm [ (In) -245.002 (this) -245.002 (paper) 40.0164 (\054) -244.992 (we) -244.99 (progressi) 24.9876 (v) 13.9902 (ely) -245.009 (\223e) 14.9878 (xpand\042) -244.985 (a) -243.992 (tin) 14.0095 (y) -245.014 (bas) 1.00722 (e) -244.994 (2D) ] TJ 1.012 0 0 1 308.862 301.724 Tm [ (image) -247.019 (architecture) -247.009 (into) -247.002 (a) -247.004 (spatiotemporal) -247.014 (one) -246.99 (by) -246.985 (e) 14.9843 (xpanding) ] TJ /R13 9.9626 Tf 1.011 0 0 1 308.862 289.769 Tm (multiple) Tj /R11 9.9626 Tf 35.1253 0 Td [ (possible) -247.992 (ax) 15.004 (es) -247.985 (sho) 25.0196 (wn) -248.014 (in) -246.982 (Fig\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.011 0 0 1 457.454 289.769 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.011 0 0 1 462.49 289.769 Tm [ (\056) -308.001 (The) -248 (candidate) -248 (ax) 15.004 (es) ] TJ 1.02 0 0 1 308.862 277.814 Tm [ (are) -260.991 (temporal) -261.01 (duration) ] TJ ET Q 0.31372 0.78516 0.70508 rg q 10 0 0 10 0 0 cm BT /R97 9.9626 Tf 1 0 0 1 399.221 277.814 Tm <0d> Tj /R99 6.9738 Tf 5.87812 -1.49414 Td [ (t) -0.09802 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 409.002 277.814 Tm [ (\054) -264.984 (frame) -260.991 (rate) ] TJ ET Q 0.39209 0.69727 0.39209 rg q 10 0 0 10 0 0 cm BT /R97 9.9626 Tf 1 0 0 1 458.469 277.814 Tm <0d> Tj /R99 6.9738 Tf 5.87773 -1.49414 Td [ (\034) -0.70017 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 470.047 277.814 Tm [ (\054) -264.984 (spatial) -260.991 (resolution) ] TJ ET Q 0.23535 0.4707 0.84766 rg q 10 0 0 10 0 0 cm BT /R97 9.9626 Tf 1 0 0 1 308.862 265.859 Tm <0d> Tj /R99 6.9738 Tf 5.87773 -1.49492 Td [ (s) -0.30107 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 319.39 265.859 Tm [ (\054) -257.99 (netw) 9.98968 (ork) -256.008 (width) ] TJ ET Q 0.40381 0.30591 0.6543 rg q 10 0 0 10 0 0 cm BT /R97 9.9626 Tf 1 0 0 1 386.091 265.859 Tm <0d> Tj /R99 6.9738 Tf 5.87891 -1.49492 Td [ (w) -0.39909 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 399.248 265.859 Tm [ (\054) -257.99 (bottleneck) -254.984 (width) ] TJ ET Q 0.59961 0.19995 0.3999 rg q 10 0 0 10 0 0 cm BT /R97 9.9626 Tf 1 0 0 1 475.082 265.859 Tm <0d> Tj /R99 6.9738 Tf 5.87812 -1.49492 Td [ (b) -0.89621 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 485.545 265.859 Tm [ (\054) -257.988 (and) -254.984 (depth) ] TJ ET Q 0.65039 0.302 0.08228 rg q 10 0 0 10 0 0 cm BT /R97 9.9626 Tf 1 0 0 1 533.15 265.859 Tm <0d> Tj /R99 6.9738 Tf 5.87812 -1.49492 Td [ (d) -0.60214 ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 1.02 0 0 1 544.315 265.859 Tm (\056) Tj -231.139 -11.9551 Td [ (The) -257 (resulting) -257.005 (architecture) -256.988 (is) -256.988 (referred) -257.997 (as) ] TJ /R9 9.9626 Tf 1 0 0 1 470.956 253.904 Tm (X3D) Tj /R11 9.9626 Tf 1.02 0 0 1 492.936 253.904 Tm [ (\050Expand) -256.988 (3D\051) ] TJ 0.986 0 0 1 308.862 241.948 Tm (for) Tj ET Q 0.95703 0.61523 0.30591 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.986 0 0 1 322.801 241.948 Tm [ (e) 15.0066 (xpanding) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.986 0 0 1 366.052 241.948 Tm [ (from) -252.985 (the) ] TJ ET Q 0.5 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.986 0 0 1 402.123 241.948 Tm [ (2D) -252.995 (space) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.986 0 0 1 440.914 241.948 Tm [ (into) -251.996 (3D) -252.995 (spacetime) -253.005 (domain\056) ] TJ 0.99 0 0 1 320.817 229.596 Tm [ (The) -253.018 (2D) -251.986 (base) -253.003 (architecture) -252.988 (is) -251.998 (dri) 24.9859 (v) 14.9955 (en) -251.998 (by) -252.988 (the) -253.018 (MobileNet) -252.013 (\133) ] TJ ET Q 0.1333 0.54492 0.1333 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.99 0 0 1 534.025 229.596 Tm (24) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.99 0 0 1 543.888 229.596 Tm (\054) Tj ET Q 0.1333 0.54492 0.1333 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.98 0 0 1 308.862 217.64 Tm (25) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.98 0 0 1 318.625 217.64 Tm (\054) Tj ET Q 0.1333 0.54492 0.1333 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.98 0 0 1 321.476 217.64 Tm (48) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.98 0 0 1 331.239 217.64 Tm [ (\135) -200.004 (core) ] TJ /R13 9.9626 Tf 24.4515 0 Td (concept) Tj /R11 9.9626 Tf 33.1633 0 Td [ (of) -200.002 (channel\055wise) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R11 6.9738 Tf 1 0 0 1 449.303 221.256 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.98 0 0 1 455.244 217.64 Tm [ (separable) -200.007 (con) 39.9943 (v) 21.0099 (olutions\054) ] TJ 1.02 0 0 1 308.862 205.685 Tm [ (b) 19.9962 (ut) -332.002 (is) -331.988 (made) -331.007 (tin) 13.9971 (y) -331.003 (by) -331.997 (ha) 20.0106 (ving) -331.99 (o) 14.9965 (v) 13.9971 (er) -331.005 (10) ] TJ /R15 9.9626 Tf 1 0 0 1 455.237 205.685 Tm [ <02> -0.80379 ] TJ /R11 9.9626 Tf 1.02 0 0 1 466.356 205.685 Tm [ (fe) 23.9916 (wer) -330.991 (multiply\055add) ] TJ 1.016 0 0 1 308.862 193.73 Tm [ (operations) -244.99 (than) -245.019 (mobile) -245.002 (image) -243.986 (models\056) -305 (Our) -244.994 (e) 15.017 (xpansion) -245.004 (then) ] TJ 1.02 0 0 1 308.862 181.775 Tm [ (progressi) 25.0078 (v) 14 (ely) -344.983 (increases) -345.019 (the) -343.983 (computation) -345.012 (\050) ] TJ /R13 9.9626 Tf 168.85 0 Td [ (e) 15.0061 (\056g) ] TJ /R11 9.9626 Tf 11.749 0 Td [ (\056\054) -369.983 (by) -344.988 (2) ] TJ /R15 9.9626 Tf 1 0 0 1 520.661 181.775 Tm [ <02> -0.80379 ] TJ /R11 9.9626 Tf 1.02 0 0 1 528.41 181.775 Tm [ (\051) -345.012 (by) ] TJ -215.243 -11.9551 Td [ (e) 15.0061 (xpanding) -334.993 (only) ] TJ /R13 9.9626 Tf 65.7491 0 Td [ (one) -335.02 (axis) -335.003 (at) -335.003 (a) -336.002 (time) ] TJ /R11 9.9626 Tf 73.6792 0 Td [ (\054) -358.009 (train) -334.998 (and) -335.017 (v) 24.991 (alidate) -335.997 (the) ] TJ -139.428 -11.9551 Td [ (resultant) -268.991 (architecture\054) -273.993 (and) -269.015 (select) -267.982 (the) -268.986 (axis) -269 (that) -267.987 (achie) 23.9964 (v) 14.9965 (es) -269.005 (the) ] TJ 0.98 0 0 1 308.862 145.909 Tm [ (best) -226.988 (computation\057accurac) 15.9812 (y) -227.008 (trade\055of) 25.9861 (f) -1 (\056) -307.012 (The) -226.018 (process) -226.993 (is) -227.008 (repeated) ] TJ 11.9551 TL T* [ (until) -228 (the) -228.018 (architecture) -227.993 (reaches) -227.993 (a) -227.998 (desired) -229.008 (computationa) 1.01024 (l) -228.998 (b) 21.0099 (udget\056) ] TJ 0.989 0 0 1 308.553 121.999 Tm [ (This) -252.986 (can) -253.987 (be) -253.008 (interpreted) -254.002 (as) -253.001 (a) -253.001 (form) -254.012 (of) ] TJ /R13 9.9626 Tf 144.69 0 Td [ (coor) 36.989 (dinate) -253.006 (descent) ] TJ /R11 9.9626 Tf 77.9026 0 Td (\133) Tj ET Q 0.1333 0.54492 0.1333 rg q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.989 0 0 1 531.978 121.999 Tm (70) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R11 9.9626 Tf 0.989 0 0 1 541.831 121.999 Tm (\135) Tj 1 0 0 1 308.862 110.044 Tm [ (in) -249.985 (the) -249.99 (h) 4.98446 (yper) 20 (\055parameter) -250 (space) -249.997 <6465026e6564> -250.017 (by) -249.988 (those) -250.017 (ax) 15.0171 (es\056) ] TJ ET Q 3.98 w 0 G 3088.62 1001.2 m 4033.61 1001.2 l S q 10 0 0 10 0 0 cm BT /R11 5.9776 Tf 1 0 0 1 319.721 93.277 Tm (1) Tj /R11 7.9701 Tf 0.98 0 0 1 323.208 90.4648 Tm [ (Also) -216.984 (referred) -215.981 (as) -216.991 (\223depth\055wise\042\056) -302.989 (W) 81 (e) -216 (use) -217.006 (the) -215.981 (term) -217.025 (\223channel\055wise\042) -216.012 (to) -216.981 (a) 20.0046 (v) 20.9923 (oid) ] TJ 1 0 0 1 308.862 81 Tm [ (confusions) -249.997 (with) -249.991 (the) -250.007 (netw) 10.0136 (ork) -250.016 (depth\054) -249.988 (which) -250.007 (is) -250 (also) -250.007 (an) -250.013 (axis) -250.007 (we) -249.988 (consider) 54.9846 (\056) ] TJ ET Q /R101 gs Q Q q 1 0 0 -1 0 792 cm q 1 1 1 rg /a0 gs 48.406 3.066 515.188 33.723 re f 0.44706 0.57647 0.77255 rg /a1 gs 77.262 5.789 m 71.715 5.789 67.215 10.68 67.215 16.707 c 67.215 22.738 71.715 27.625 77.262 27.625 c 78.852 27.625 80.355 27.223 81.691 26.508 c 79.777 22.742 l 79.008 23.121 78.16 23.332 77.262 23.332 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