blob: d583a985bff58b2a38c2091d052e9c81fa7c154e (plain)

ofs	hex dump	ascii
0000	55 0d 0d 0a 00 00 00 00 96 43 73 62 20 1a 00 00 e3 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00	U........Csb....................
0020	00 04 00 00 00 40 00 00 00 73 44 00 00 00 64 00 64 01 6c 00 5a 01 64 00 64 02 6c 02 6d 03 5a 03	.....@...sD...d.d.l.Z.d.d.l.m.Z.
0040	6d 04 5a 04 01 00 64 00 64 03 6c 05 6d 06 5a 06 01 00 64 00 64 01 6c 07 5a 08 47 00 64 04 64 05	m.Z...d.d.l.m.Z...d.d.l.Z.G.d.d.
0060	84 00 64 05 65 01 6a 09 6a 0a 83 03 5a 0b 64 01 53 00 29 06 e9 00 00 00 00 4e 29 02 da 06 43 6f	..d.e.j.j...Z.d.S.)......N)...Co
0080	6e 76 32 44 da 10 41 76 65 72 61 67 65 50 6f 6f 6c 69 6e 67 32 44 29 01 da 09 74 72 61 6e 73 66	nv2D..AveragePooling2D)...transf
00a0	6f 72 6d 63 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 00 00 00 00 73 50 00 00	ormc........................sP..
00c0	00 65 00 5a 01 64 00 5a 02 64 01 5a 03 87 00 66 01 64 02 64 03 84 08 5a 04 64 04 64 05 84 00 5a	.e.Z.d.Z.d.Z...f.d.d...Z.d.d...Z
00e0	05 64 06 64 07 84 00 5a 06 64 08 64 09 84 00 5a 07 64 0a 64 0b 84 00 5a 08 64 0c 64 0d 84 00 5a	.d.d...Z.d.d...Z.d.d...Z.d.d...Z
0100	09 64 0e 64 0f 84 00 5a 0a 87 00 04 00 5a 0b 53 00 29 10 da 09 59 6f 75 72 4d 6f 64 65 6c 7a 20	.d.d...Z.....Z.S.)...YourModelz.
0120	20 59 6f 75 72 20 6f 77 6e 20 6e 65 75 72 61 6c 20 6e 65 74 77 6f 72 6b 20 6d 6f 64 65 6c 2e 20	.Your.own.neural.network.model..
0140	63 03 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 18 00 00 00 03 00 00 00 73 48 02 00 00 74 00	c........................sH...t.
0160	74 01 7c 00 83 02 a0 02 a1 00 01 00 74 03 6a 04 7c 01 74 05 a0 06 7c 02 a1 01 64 01 64 02 8d 03	t.|.........t.j.|.t...|...d.d...
0180	7c 00 5f 07 74 05 6a 08 7c 00 6a 07 64 03 64 04 8d 02 7c 00 5f 07 74 03 6a 04 7c 02 74 05 a0 06	|._.t.j.|.j.d.d...|._.t.j.|.t...
01a0	7c 02 a1 01 64 01 64 02 8d 03 7c 00 5f 09 74 05 6a 08 7c 00 6a 09 64 03 64 04 8d 02 7c 00 5f 09	|...d.d...|._.t.j.|.j.d.d...|._.
01c0	74 05 6a 0a 74 05 6a 08 74 05 6a 0b a0 0c 74 05 a0 06 7c 01 a1 01 a1 01 64 03 64 04 8d 02 64 01	t.j.t.j.t.j...t...|.....d.d...d.
01e0	64 05 8d 02 7c 00 5f 0d 74 0e 6a 0f 7c 00 5f 0f 74 0e 6a 10 7c 00 5f 10 74 11 7c 00 6a 07 6a 06	d...|._.t.j.|._.t.j.|._.t.|.j.j.
0200	7c 00 6a 09 6a 06 83 02 01 00 74 05 6a 12 6a 13 6a 14 74 0e 6a 15 74 0e 6a 16 64 06 8d 02 7c 00	|.j.j.....t.j.j.j.t.j.t.j.d...|.
0220	5f 17 74 18 64 07 64 08 64 09 64 0a 64 0b 64 0c 64 0d 8d 06 74 18 64 07 64 08 64 09 64 0a 64 0b	_.t.d.d.d.d.d.d.d...t.d.d.d.d.d.
0240	64 0e 64 0d 8d 06 74 19 64 0f 64 10 64 11 8d 02 74 18 64 12 64 08 64 09 64 0a 64 0b 64 13 64 0d	d.d...t.d.d.d...t.d.d.d.d.d.d.d.
0260	8d 06 74 18 64 12 64 08 64 09 64 0a 64 0b 64 14 64 0d 8d 06 74 19 64 0f 64 15 64 11 8d 02 74 18	..t.d.d.d.d.d.d.d...t.d.d.d...t.
0280	64 16 64 08 64 09 64 0a 64 0b 64 17 64 0d 8d 06 74 18 64 16 64 08 64 09 64 0a 64 0b 64 18 64 0d	d.d.d.d.d.d.d...t.d.d.d.d.d.d.d.
02a0	8d 06 74 18 64 16 64 08 64 09 64 0a 64 0b 64 19 64 0d 8d 06 74 19 64 0f 64 1a 64 11 8d 02 74 18	..t.d.d.d.d.d.d.d...t.d.d.d...t.
02c0	64 1b 64 08 64 09 64 0a 64 0b 64 1c 64 0d 8d 06 74 18 64 1b 64 08 64 09 64 0a 64 0b 64 1d 64 0d	d.d.d.d.d.d.d...t.d.d.d.d.d.d.d.
02e0	8d 06 74 18 64 1b 64 08 64 09 64 0a 64 0b 64 1e 64 0d 8d 06 74 19 64 0f 64 1f 64 11 8d 02 74 18	..t.d.d.d.d.d.d.d...t.d.d.d...t.
0300	64 1b 64 08 64 09 64 0a 64 0b 64 20 64 0d 8d 06 74 18 64 1b 64 08 64 09 64 0a 64 0b 64 21 64 0d	d.d.d.d.d.d.d...t.d.d.d.d.d.d!d.
0320	8d 06 74 18 64 1b 64 08 64 09 64 0a 64 0b 64 22 64 0d 8d 06 74 19 64 0f 64 23 64 11 8d 02 67 12	..t.d.d.d.d.d.d"d...t.d.d#d...g.
0340	7c 00 5f 1a 7c 00 6a 1a 44 00 5d 0c 7d 03 64 24 7c 03 5f 1b 90 01 71 ec 64 25 64 26 84 00 7c 00	|._.|.j.D.].}.d$|._...q.d%d&..|.
0360	6a 1a 44 00 83 01 7c 00 5f 1c 64 27 64 28 84 00 7c 00 6a 1a 44 00 83 01 7c 00 5f 1d 64 29 64 28	j.D...|._.d'd(..|.j.D...|._.d)d(
0380	84 00 7c 00 6a 1a 44 00 83 01 7c 00 5f 1e 74 05 6a 12 6a 1f 7c 00 6a 1a 64 2a 64 11 8d 02 7c 00	..|.j.D...|._.t.j.j.|.j.d*d...|.
03a0	5f 1a 64 00 53 00 29 2b 4e 54 29 01 5a 0d 61 6e 74 69 5f 61 6c 69 61 73 69 6e 67 72 01 00 00 00	_.d.S.)+NT).Z.anti_aliasingr....
03c0	29 01 da 04 61 78 69 73 29 01 da 09 74 72 61 69 6e 61 62 6c 65 29 02 da 0d 6c 65 61 72 6e 69 6e	)...axis)...trainable)...learnin
03e0	67 5f 72 61 74 65 da 08 6d 6f 6d 65 6e 74 75 6d e9 40 00 00 00 e9 03 00 00 00 e9 01 00 00 00 da	g_rate..momentum.@..............
0400	04 73 61 6d 65 da 04 72 65 6c 75 da 0c 62 6c 6f 63 6b 31 5f 63 6f 6e 76 31 29 03 da 07 70 61 64	.same..relu..block1_conv1)...pad
0420	64 69 6e 67 da 0a 61 63 74 69 76 61 74 69 6f 6e da 04 6e 61 6d 65 da 0c 62 6c 6f 63 6b 31 5f 63	ding..activation..name..block1_c
0440	6f 6e 76 32 e9 02 00 00 00 da 0b 62 6c 6f 63 6b 31 5f 70 6f 6f 6c a9 01 72 12 00 00 00 e9 80 00	onv2.......block1_pool..r.......
0460	00 00 da 0c 62 6c 6f 63 6b 32 5f 63 6f 6e 76 31 da 0c 62 6c 6f 63 6b 32 5f 63 6f 6e 76 32 da 0b	....block2_conv1..block2_conv2..
0480	62 6c 6f 63 6b 32 5f 70 6f 6f 6c e9 00 01 00 00 da 0c 62 6c 6f 63 6b 33 5f 63 6f 6e 76 31 da 0c	block2_pool.......block3_conv1..
04a0	62 6c 6f 63 6b 33 5f 63 6f 6e 76 32 da 0c 62 6c 6f 63 6b 33 5f 63 6f 6e 76 33 da 0b 62 6c 6f 63	block3_conv2..block3_conv3..bloc
04c0	6b 33 5f 70 6f 6f 6c 69 00 02 00 00 da 0c 62 6c 6f 63 6b 34 5f 63 6f 6e 76 31 da 0c 62 6c 6f 63	k3_pooli......block4_conv1..bloc
04e0	6b 34 5f 63 6f 6e 76 32 da 0c 62 6c 6f 63 6b 34 5f 63 6f 6e 76 33 da 0b 62 6c 6f 63 6b 34 5f 70	k4_conv2..block4_conv3..block4_p
0500	6f 6f 6c da 0c 62 6c 6f 63 6b 35 5f 63 6f 6e 76 31 da 0c 62 6c 6f 63 6b 35 5f 63 6f 6e 76 32 da	ool..block5_conv1..block5_conv2.
0520	0c 62 6c 6f 63 6b 35 5f 63 6f 6e 76 33 da 0b 62 6c 6f 63 6b 35 5f 70 6f 6f 6c 46 63 01 00 00 00	.block5_conv3..block5_poolFc....
0540	00 00 00 00 00 00 00 00 02 00 00 00 04 00 00 00 53 00 00 00 73 20 00 00 00 69 00 7c 00 5d 18 7d	................S...s....i.|.].}
0560	01 64 00 7c 01 6a 00 6b 06 72 04 7c 01 6a 00 7c 01 6a 01 93 02 71 04 53 00 29 01 da 04 63 6f 6e	.d.|.j.k.r.|.j.|.j...q.S.)...con
0580	76 29 02 72 12 00 00 00 da 07 66 69 6c 74 65 72 73 a9 02 da 02 2e 30 da 05 6c 61 79 65 72 a9 00	v).r......filters.....0..layer..
05a0	72 2d 00 00 00 fa 54 2f 55 73 65 72 73 2f 62 65 6e 6a 61 6d 69 6e 66 69 73 6b 65 2f 44 6f 63 75	r-....T/Users/benjaminfiske/Docu
05c0	6d 65 6e 74 73 2f 41 6c 6c 2d 48 6f 6d 65 77 6f 72 6b 73 2f 53 70 72 69 6e 67 20 32 30 32 32 2f	ments/All-Homeworks/Spring.2022/
05e0	43 53 31 34 33 30 2f 63 76 2d 63 61 72 74 6f 6f 6e 2f 6c 6f 73 73 65 73 2e 70 79 da 0a 3c 64 69	CS1430/cv-cartoon/losses.py..<di
0600	63 74 63 6f 6d 70 3e 43 00 00 00 73 08 00 00 00 06 00 02 00 0a 00 04 00 7a 26 59 6f 75 72 4d 6f	ctcomp>C...s............z&YourMo
0620	64 65 6c 2e 5f 5f 69 6e 69 74 5f 5f 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 64 69 63 74 63 6f 6d 70 3e	del.__init__.<locals>.<dictcomp>
0640	63 01 00 00 00 00 00 00 00 00 00 00 00 02 00 00 00 04 00 00 00 53 00 00 00 73 1a 00 00 00 67 00	c....................S...s....g.
0660	7c 00 5d 12 7d 01 64 00 7c 01 6a 00 6b 06 72 04 7c 01 91 02 71 04 53 00 a9 01 da 05 63 6f 6e 76	|.].}.d.|.j.k.r.|...q.S.....conv
0680	31 72 16 00 00 00 72 2a 00 00 00 72 2d 00 00 00 72 2d 00 00 00 72 2e 00 00 00 da 0a 3c 6c 69 73	1r....r*...r-...r-...r......<lis
06a0	74 63 6f 6d 70 3e 44 00 00 00 73 06 00 00 00 06 00 02 00 0a 00 7a 26 59 6f 75 72 4d 6f 64 65 6c	tcomp>D...s..........z&YourModel
06c0	2e 5f 5f 69 6e 69 74 5f 5f 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 6c 69 73 74 63 6f 6d 70 3e 63 01 00	.__init__.<locals>.<listcomp>c..
06e0	00 00 00 00 00 00 00 00 00 00 02 00 00 00 04 00 00 00 53 00 00 00 73 1c 00 00 00 67 00 7c 00 5d	..................S...s....g.|.]
0700	14 7d 01 64 00 7c 01 6a 00 6b 06 72 04 7c 01 6a 00 91 02 71 04 53 00 72 30 00 00 00 72 16 00 00	.}.d.|.j.k.r.|.j...q.S.r0...r...
0720	00 72 2a 00 00 00 72 2d 00 00 00 72 2d 00 00 00 72 2e 00 00 00 72 32 00 00 00 45 00 00 00 73 06	.r*...r-...r-...r....r2...E...s.
0740	00 00 00 06 00 02 00 0a 00 5a 03 76 67 67 29 20 da 05 73 75 70 65 72 72 05 00 00 00 da 08 5f 5f	.........Z.vgg)...superr......__
0760	69 6e 69 74 5f 5f 72 04 00 00 00 da 06 72 65 73 69 7a 65 da 02 74 66 da 05 73 68 61 70 65 da 0d	init__r......resize..tf..shape..
0780	63 6f 6e 74 65 6e 74 5f 69 6d 61 67 65 da 0b 65 78 70 61 6e 64 5f 64 69 6d 73 da 0b 73 74 79 6c	content_image..expand_dims..styl
07a0	65 5f 69 6d 61 67 65 da 08 56 61 72 69 61 62 6c 65 da 06 72 61 6e 64 6f 6d da 07 75 6e 69 66 6f	e_image..Variable..random..unifo
07c0	72 6d da 01 78 da 02 68 70 da 05 61 6c 70 68 61 da 04 62 65 74 61 da 05 70 72 69 6e 74 da 05 6b	rm..x..hp..alpha..beta..print..k
07e0	65 72 61 73 da 0a 6f 70 74 69 6d 69 7a 65 72 73 da 07 52 4d 53 70 72 6f 70 72 08 00 00 00 72 09	eras..optimizers..RMSpropr....r.
0800	00 00 00 da 09 6f 70 74 69 6d 69 7a 65 72 72 02 00 00 00 72 03 00 00 00 da 05 76 67 67 31 36 72	.....optimizerr....r......vgg16r
0820	07 00 00 00 5a 10 6c 61 79 65 72 5f 74 6f 5f 66 69 6c 74 65 72 73 5a 0e 69 6e 64 65 78 65 64 5f	....Z.layer_to_filtersZ.indexed_
0840	6c 61 79 65 72 73 da 07 64 65 73 69 72 65 64 da 0a 53 65 71 75 65 6e 74 69 61 6c 29 04 da 04 73	layers..desired..Sequential)...s
0860	65 6c 66 72 38 00 00 00 72 3a 00 00 00 72 2c 00 00 00 a9 01 da 09 5f 5f 63 6c 61 73 73 5f 5f 72	elfr8...r:...r,.......__class__r
0880	2d 00 00 00 72 2e 00 00 00 72 34 00 00 00 09 00 00 00 73 94 00 00 00 00 01 0e 02 18 01 12 03 18	-...r....r4.......s.............
08a0	01 12 01 28 01 08 01 08 02 12 02 18 04 0a 01 02 00 02 ff 04 02 0a 01 02 00 02 ff 04 02 0a 02 0a	...(............................
08c0	01 02 00 02 ff 04 02 0a 01 02 00 02 ff 04 02 0a 02 0a 01 02 00 02 ff 04 02 0a 01 02 00 02 ff 04	................................
08e0	02 0a 01 02 00 02 ff 04 02 0a 02 0a 01 02 00 02 ff 04 02 0a 01 02 00 02 ff 04 02 0a 01 02 00 02	................................
0900	ff 04 02 0a 02 0a 01 02 00 02 ff 04 02 0a 01 02 00 02 ff 04 02 0a 01 02 00 02 ff 04 02 0a dc 06	................................
0920	26 0a 01 0a 02 12 01 12 01 12 02 7a 12 59 6f 75 72 4d 6f 64 65 6c 2e 5f 5f 69 6e 69 74 5f 5f 63	&..........z.YourModel.__init__c
0940	02 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 04 00 00 00 43 00 00 00 73 38 00 00 00 67 00 7d	....................C...s8...g.}
0960	02 7c 00 6a 00 6a 01 44 00 5d 22 7d 03 7c 03 7c 01 83 01 7d 01 7c 03 6a 02 7c 00 6a 03 6b 06 72	.|.j.j.D.]"}.|.|...}.|.j.|.j.k.r
0980	0c 7c 02 a0 04 7c 01 a1 01 01 00 71 0c 7c 01 7c 02 66 02 53 00 a9 01 4e 29 05 72 47 00 00 00 da	.|...|.....q.|.|.f.S...N).rG....
09a0	06 6c 61 79 65 72 73 72 12 00 00 00 72 48 00 00 00 da 06 61 70 70 65 6e 64 29 04 72 4a 00 00 00	.layersr....rH.....append).rJ...
09c0	72 3e 00 00 00 72 4e 00 00 00 72 2c 00 00 00 72 2d 00 00 00 72 2d 00 00 00 72 2e 00 00 00 da 04	r>...rN...r,...r-...r-...r......
09e0	63 61 6c 6c 4b 00 00 00 73 0c 00 00 00 00 01 04 01 0c 02 08 04 0c 01 0c 02 7a 0e 59 6f 75 72 4d	callK...s................z.YourM
0a00	6f 64 65 6c 2e 63 61 6c 6c 63 04 00 00 00 00 00 00 00 00 00 00 00 0a 00 00 00 04 00 00 00 43 00	odel.callc....................C.
0a20	00 00 73 56 00 00 00 7c 00 a0 00 7c 01 a1 01 5c 02 7d 04 7d 05 7c 00 a0 00 7c 02 a1 01 5c 02 7d	..sV...|...|...\.}.}.|...|...\.}
0a40	04 7d 06 7c 00 a0 00 7c 03 a1 01 5c 02 7d 04 7d 07 7c 00 a0 01 7c 05 7c 07 a1 02 7d 08 7c 00 a0	.}.|...|...\.}.}.|...|.|...}.|..
0a60	02 7c 06 7c 07 a1 02 7d 09 7c 00 6a 03 7c 08 14 00 7c 00 6a 04 7c 09 14 00 17 00 53 00 72 4d 00	.|.|...}.|.j.|...|.j.|.....S.rM.
0a80	00 00 29 05 72 50 00 00 00 da 0c 63 6f 6e 74 65 6e 74 5f 6c 6f 73 73 da 0a 73 74 79 6c 65 5f 6c	..).rP.....content_loss..style_l
0aa0	6f 73 73 72 40 00 00 00 72 41 00 00 00 29 0a 72 4a 00 00 00 da 01 70 da 01 61 72 3e 00 00 00 da	ossr@...rA...).rJ.....p..ar>....
0ac0	01 5f da 0c 70 68 6f 74 6f 5f 6c 61 79 65 72 73 da 0a 61 72 74 5f 6c 61 79 65 72 73 da 0c 69 6e	._..photo_layers..art_layers..in
0ae0	70 75 74 5f 6c 61 79 65 72 73 5a 09 63 6f 6e 74 65 6e 74 5f 6c 5a 07 73 74 79 6c 65 5f 6c 72 2d	put_layersZ.content_lZ.style_lr-
0b00	00 00 00 72 2d 00 00 00 72 2e 00 00 00 da 07 6c 6f 73 73 5f 66 6e 58 00 00 00 73 0c 00 00 00 00	...r-...r......loss_fnX...s.....
0b20	01 0e 01 0e 01 0e 02 0c 01 0c 02 7a 11 59 6f 75 72 4d 6f 64 65 6c 2e 6c 6f 73 73 5f 66 6e 63 03	...........z.YourModel.loss_fnc.
0b40	00 00 00 00 00 00 00 00 00 00 00 07 00 00 00 0a 00 00 00 43 00 00 00 73 4e 00 00 00 74 00 a0 01	...................C...sN...t...
0b60	64 01 a1 01 7d 03 74 02 74 03 7c 01 83 01 83 01 44 00 5d 32 7d 04 7c 01 7c 04 19 00 7d 05 7c 02	d...}.t.t.|.....D.]2}.|.|...}.|.
0b80	7c 04 19 00 7d 06 74 00 6a 04 a0 05 7c 03 74 00 a0 06 74 00 a0 07 7c 05 7c 06 18 00 a1 01 a1 01	|...}.t.j...|.t...t...|.|.......
0ba0	a1 02 7d 03 71 16 7c 03 53 00 a9 02 4e 67 00 00 00 00 00 00 00 00 29 08 72 36 00 00 00 da 08 63	..}.q.|.S...Ng........).r6.....c
0bc0	6f 6e 73 74 61 6e 74 da 05 72 61 6e 67 65 da 03 6c 65 6e da 04 6d 61 74 68 da 03 61 64 64 da 0b	onstant..range..len..math..add..
0be0	72 65 64 75 63 65 5f 6d 65 61 6e da 06 73 71 75 61 72 65 29 07 72 4a 00 00 00 72 56 00 00 00 72	reduce_mean..square).rJ...rV...r
0c00	58 00 00 00 5a 09 4c 5f 63 6f 6e 74 65 6e 74 da 01 69 da 02 70 6c da 02 69 6c 72 2d 00 00 00 72	X...Z.L_content..i..pl..ilr-...r
0c20	2d 00 00 00 72 2e 00 00 00 72 51 00 00 00 62 00 00 00 73 0c 00 00 00 00 01 0a 01 10 01 08 01 08	-...r....rQ...b...s.............
0c40	01 20 03 7a 16 59 6f 75 72 4d 6f 64 65 6c 2e 63 6f 6e 74 65 6e 74 5f 6c 6f 73 73 63 03 00 00 00	...z.YourModel.content_lossc....
0c60	00 00 00 00 00 00 00 00 08 00 00 00 07 00 00 00 43 00 00 00 73 90 00 00 00 74 00 a0 01 7c 01 64	................C...s....t...|.d
0c80	01 7c 01 6a 02 64 01 19 00 66 02 a1 02 7d 01 74 00 a0 01 7c 02 64 01 7c 02 6a 02 64 01 19 00 66	.|.j.d...f...}.t...|.d.|.j.d...f
0ca0	02 a1 02 7d 02 74 00 a0 03 74 00 a0 04 7c 02 a1 01 7c 02 a1 02 7d 03 74 00 a0 03 74 00 a0 04 7c	...}.t...t...|...|...}.t...t...|
0cc0	01 a1 01 7c 01 a1 02 7d 04 7c 01 6a 02 64 02 19 00 7d 05 7c 01 6a 02 64 03 19 00 7d 06 64 04 7c	...|...}.|.j.d...}.|.j.d...}.d.|
0ce0	05 64 05 13 00 14 00 7c 06 64 05 13 00 14 00 74 00 a0 05 74 00 a0 06 7c 03 7c 04 18 00 a1 01 a1	.d.....|.d.....t...t...|.|......
0d00	01 14 00 7d 07 7c 07 53 00 29 06 4e e9 ff ff ff ff 72 01 00 00 00 72 0c 00 00 00 67 00 00 00 00	...}.|.S.).N.....r....r....g....
0d20	00 00 d0 3f e9 fe ff ff ff 29 07 72 36 00 00 00 da 07 72 65 73 68 61 70 65 72 37 00 00 00 da 06	...?.....).r6.....reshaper7.....
0d40	6d 61 74 6d 75 6c da 09 74 72 61 6e 73 70 6f 73 65 da 0a 72 65 64 75 63 65 5f 73 75 6d 72 61 00	matmul..transpose..reduce_sumra.
0d60	00 00 29 08 72 4a 00 00 00 da 09 61 72 74 5f 6c 61 79 65 72 da 0b 69 6e 70 75 74 5f 6c 61 79 65	..).rJ.....art_layer..input_laye
0d80	72 5a 03 47 5f 6c 5a 03 41 5f 6c 5a 03 4d 5f 6c 5a 03 4e 5f 6c 5a 03 45 5f 6c 72 2d 00 00 00 72	rZ.G_lZ.A_lZ.M_lZ.N_lZ.E_lr-...r
0da0	2d 00 00 00 72 2e 00 00 00 da 0a 6c 61 79 65 72 5f 6c 6f 73 73 6c 00 00 00 73 10 00 00 00 00 02	-...r......layer_lossl...s......
0dc0	16 02 16 02 12 01 12 10 0a 01 0a 03 28 06 7a 14 59 6f 75 72 4d 6f 64 65 6c 2e 6c 61 79 65 72 5f	............(.z.YourModel.layer_
0de0	6c 6f 73 73 63 03 00 00 00 00 00 00 00 00 00 00 00 07 00 00 00 08 00 00 00 43 00 00 00 73 46 00	lossc....................C...sF.
0e00	00 00 74 00 a0 01 64 01 a1 01 7d 03 74 02 74 03 7c 01 83 01 83 01 44 00 5d 2a 7d 04 7c 01 7c 04	..t...d...}.t.t.|.....D.]*}.|.|.
0e20	19 00 7d 05 7c 02 7c 04 19 00 7d 06 74 00 6a 04 a0 05 7c 03 7c 00 a0 06 7c 05 7c 06 a1 02 a1 02	..}.|.|...}.t.j...|.|...|.|.....
0e40	7d 03 71 16 7c 03 53 00 72 5a 00 00 00 29 07 72 36 00 00 00 72 5b 00 00 00 72 5c 00 00 00 72 5d	}.q.|.S.rZ...).r6...r[...r\...r]
0e60	00 00 00 72 5e 00 00 00 72 5f 00 00 00 72 6d 00 00 00 29 07 72 4a 00 00 00 72 57 00 00 00 72 58	...r^...r_...rm...).rJ...rW...rX
0e80	00 00 00 5a 07 4c 5f 73 74 79 6c 65 72 62 00 00 00 72 6b 00 00 00 72 6c 00 00 00 72 2d 00 00 00	...Z.L_stylerb...rk...rl...r-...
0ea0	72 2d 00 00 00 72 2e 00 00 00 72 52 00 00 00 8f 00 00 00 73 0c 00 00 00 00 01 0a 01 10 01 08 01	r-...r....rR.......s............
0ec0	08 01 18 02 7a 14 59 6f 75 72 4d 6f 64 65 6c 2e 73 74 79 6c 65 5f 6c 6f 73 73 63 01 00 00 00 00	....z.YourModel.style_lossc.....
0ee0	00 00 00 00 00 00 00 04 00 00 00 09 00 00 00 43 00 00 00 73 6c 00 00 00 74 00 6a 01 64 01 64 02	...............C...sl...t.j.d.d.
0f00	8d 01 8f 26 7d 01 7c 01 a0 02 7c 00 6a 03 a1 01 01 00 7c 00 a0 04 7c 00 6a 05 7c 00 6a 06 7c 00	...&}.|...|.j.....|...|.j.|.j.|.
0f20	6a 03 a1 03 7d 02 57 00 35 00 51 00 52 00 58 00 74 07 64 03 7c 02 83 02 01 00 7c 01 a0 08 7c 02	j...}.W.5.Q.R.X.t.d.|.....|...|.
0f40	7c 00 6a 03 67 01 a1 02 7d 03 7c 00 6a 09 a0 0a 74 0b 7c 03 7c 00 6a 03 67 01 83 02 a1 01 01 00	|.j.g...}.|.j...t.|.|.j.g.......
0f60	64 00 53 00 29 04 4e 46 29 01 da 18 77 61 74 63 68 5f 61 63 63 65 73 73 65 64 5f 76 61 72 69 61	d.S.).NF)...watch_accessed_varia
0f80	62 6c 65 73 da 04 6c 6f 73 73 29 0c 72 36 00 00 00 da 0c 47 72 61 64 69 65 6e 74 54 61 70 65 da	bles..loss).r6.....GradientTape.
0fa0	05 77 61 74 63 68 72 3e 00 00 00 72 59 00 00 00 72 38 00 00 00 72 3a 00 00 00 72 42 00 00 00 da	.watchr>...rY...r8...r:...rB....
0fc0	08 67 72 61 64 69 65 6e 74 72 46 00 00 00 da 0f 61 70 70 6c 79 5f 67 72 61 64 69 65 6e 74 73 da	.gradientrF.....apply_gradients.
0fe0	03 7a 69 70 29 04 72 4a 00 00 00 da 04 74 61 70 65 72 6f 00 00 00 da 09 67 72 61 64 69 65 6e 74	.zip).rJ.....tapero.....gradient
1000	73 72 2d 00 00 00 72 2d 00 00 00 72 2e 00 00 00 da 0a 74 72 61 69 6e 5f 73 74 65 70 98 00 00 00	sr-...r-...r......train_step....
1020	73 0c 00 00 00 00 01 0e 01 0c 01 1e 01 0a 02 10 02 7a 14 59 6f 75 72 4d 6f 64 65 6c 2e 74 72 61	s................z.YourModel.tra
1040	69 6e 5f 73 74 65 70 29 0c da 08 5f 5f 6e 61 6d 65 5f 5f da 0a 5f 5f 6d 6f 64 75 6c 65 5f 5f da	in_step)...__name__..__module__.
1060	0c 5f 5f 71 75 61 6c 6e 61 6d 65 5f 5f da 07 5f 5f 64 6f 63 5f 5f 72 34 00 00 00 72 50 00 00 00	.__qualname__..__doc__r4...rP...
1080	72 59 00 00 00 72 51 00 00 00 72 6d 00 00 00 72 52 00 00 00 72 77 00 00 00 da 0d 5f 5f 63 6c 61	rY...rQ...rm...rR...rw.....__cla
10a0	73 73 63 65 6c 6c 5f 5f 72 2d 00 00 00 72 2d 00 00 00 72 4b 00 00 00 72 2e 00 00 00 72 05 00 00	sscell__r-...r-...rK...r....r...
10c0	00 06 00 00 00 73 10 00 00 00 08 01 04 02 0c 42 08 0d 08 0a 08 0a 08 23 08 09 72 05 00 00 00 29	.....s.........B.......#..r....)
10e0	0c da 0a 74 65 6e 73 6f 72 66 6c 6f 77 72 36 00 00 00 5a 17 74 65 6e 73 6f 72 66 6c 6f 77 2e 6b	...tensorflowr6...Z.tensorflow.k
1100	65 72 61 73 2e 6c 61 79 65 72 73 72 02 00 00 00 72 03 00 00 00 5a 07 73 6b 69 6d 61 67 65 72 04	eras.layersr....r....Z.skimager.
1120	00 00 00 da 0f 68 79 70 65 72 70 61 72 61 6d 65 74 65 72 73 72 3f 00 00 00 72 43 00 00 00 da 05	.....hyperparametersr?...rC.....
1140	4d 6f 64 65 6c 72 05 00 00 00 72 2d 00 00 00 72 2d 00 00 00 72 2d 00 00 00 72 2e 00 00 00 da 08	Modelr....r-...r-...r-...r......
1160	3c 6d 6f 64 75 6c 65 3e 01 00 00 00 73 08 00 00 00 08 01 10 02 0c 01 08 01	<module>....s............