blob: 060c7ea950a9ffc5e5d0ae2b77f1a4f798c91f53 (plain)

ofs	hex dump	ascii
0000	f3 0d 0d 0a 00 00 00 00 44 09 96 6a d9 10 00 00 e3 00 00 00 00 00 00 00 00 00 00 00 00 05 00 00	........D..j....................
0020	00 00 00 00 00 f3 36 00 00 00 95 00 53 00 53 01 4b 00 4a 01 72 01 4a 02 72 02 4a 03 72 03 20 00	......6.....S.S.K.J.r.J.r.J.r...
0040	5c 01 18 00 22 00 53 02 1a 00 53 03 35 02 00 00 00 00 00 00 35 00 00 00 00 00 00 00 72 04 67 04	\...".S...S.5.......5.......r.g.
0060	29 05 e9 00 00 00 00 29 03 da 09 64 61 74 61 63 6c 61 73 73 da 06 61 73 64 69 63 74 da 07 72 65	)......)...dataclass..asdict..re
0080	70 6c 61 63 65 63 00 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 00 00 00 00 f3 1c 01 00 00 95	placec..........................
00a0	00 5c 00 72 01 53 00 72 02 53 01 72 03 25 00 53 02 72 04 53 03 72 05 5c 06 5c 07 53 04 27 00 00	.\.r.S.r.S.r.%.S.r.S.r.\.\.S.'..
00c0	00 53 01 72 08 5c 09 5c 07 53 05 27 00 00 00 53 06 72 0a 5c 06 5c 07 53 07 27 00 00 00 53 08 72	.S.r.\.\.S.'...S.r.\.\.S.'...S.r
00e0	0b 5c 0c 5c 07 53 09 27 00 00 00 53 0a 72 0d 5c 06 5c 07 53 0b 27 00 00 00 53 0c 72 0e 5c 0c 5c	.\.\.S.'...S.r.\.\.S.'...S.r.\.\
0100	07 53 0d 27 00 00 00 53 0e 72 0f 5c 09 5c 07 53 0f 27 00 00 00 53 10 72 10 5c 06 5c 07 53 11 27	.S.'...S.r.\.\.S.'...S.r.\.\.S.'
0120	00 00 00 53 12 72 11 5c 12 5c 07 53 13 27 00 00 00 53 14 72 13 5c 09 5c 07 53 15 27 00 00 00 53	...S.r.\.\.S.'...S.r.\.\.S.'...S
0140	16 72 14 5c 06 5c 07 53 17 27 00 00 00 53 18 72 15 5c 0c 5c 07 53 19 27 00 00 00 53 18 72 16 5c	.r.\.\.S.'...S.r.\.\.S.'...S.r.\
0160	0c 5c 07 53 1a 27 00 00 00 53 1b 72 17 5c 12 5c 07 53 1c 27 00 00 00 53 1d 72 18 5c 0c 5c 07 53	.\.S.'...S.r.\.\.S.'...S.r.\.\.S
0180	1e 27 00 00 00 53 1f 72 19 5c 0c 5c 07 53 20 27 00 00 00 53 21 1a 00 72 1a 53 22 1a 00 72 1b 5c	.'...S.r.\.\.S.'...S!..r.S"..r.\
01a0	1c 53 23 1a 00 35 00 00 00 00 00 00 00 72 1d 53 24 1a 00 72 1e 53 25 72 1f 67 26 29 27 da 09 5a	.S#..5.......r.S$..r.S%r.g&)'..Z
01c0	42 50 43 6f 6e 66 69 67 e9 04 00 00 00 75 8f 08 00 00 43 6f 6e 66 69 67 75 72 61 74 69 6f 6e 20	BPConfig.....u....Configuration.
01e0	6f 66 20 74 68 65 20 7a 65 72 6f 74 68 2d 6f 72 64 65 72 20 56 4a 50 20 65 73 74 69 6d 61 74 6f	of.the.zeroth-order.VJP.estimato
0200	72 20 75 73 65 64 20 69 6e 73 69 64 65 20 65 76 65 72 79 20 5a 42 50 42 6c 6f 63 6b 2e 0a 0a 6d	r.used.inside.every.ZBPBlock...m
0220	6f 64 65 3a 0a 20 20 20 20 27 62 70 27 20 20 20 20 20 20 20 20 20 20 20 65 78 61 63 74 20 72 65	ode:.....'bp'...........exact.re
0240	76 65 72 73 65 2d 6d 6f 64 65 20 61 75 74 6f 67 72 61 64 20 74 68 72 6f 75 67 68 20 74 68 65 20	verse-mode.autograd.through.the.
0260	62 6c 6f 63 6b 20 28 62 61 73 65 6c 69 6e 65 29 0a 20 20 20 20 27 7a 65 72 6f 27 20 20 20 20 20	block.(baseline).....'zero'.....
0280	20 20 20 20 63 6f 6e 74 72 6f 6c 3a 20 6e 6f 20 61 63 74 69 76 61 74 69 6f 6e 20 65 72 72 6f 72	....control:.no.activation.error
02a0	20 69 73 20 70 72 6f 70 61 67 61 74 65 64 20 28 75 70 73 74 72 65 61 6d 20 6c 61 79 65 72 73 20	.is.propagated.(upstream.layers.
02c0	67 65 74 20 6e 6f 20 63 72 65 64 69 74 29 0a 20 20 20 20 27 6e 6f 69 73 65 27 20 20 20 20 20 20	get.no.credit).....'noise'......
02e0	20 20 63 6f 6e 74 72 6f 6c 3a 20 72 61 6e 64 6f 6d 20 65 72 72 6f 72 20 77 69 74 68 20 74 68 65	..control:.random.error.with.the
0300	20 6e 6f 72 6d 20 61 6e 20 6e 2d 70 72 6f 62 65 20 6f 72 61 63 6c 65 20 65 73 74 69 6d 61 74 65	.norm.an.n-probe.oracle.estimate
0320	20 77 6f 75 6c 64 20 68 61 76 65 0a 20 20 20 20 27 66 61 27 20 20 20 20 20 20 20 20 20 20 20 66	.would.have.....'fa'...........f
0340	65 65 64 62 61 63 6b 20 61 6c 69 67 6e 6d 65 6e 74 3a 20 66 69 78 65 64 20 72 61 6e 64 6f 6d 20	eedback.alignment:.fixed.random.
0360	6c 69 6e 65 61 72 20 6d 61 70 20 6f 66 20 74 68 65 20 69 6e 63 6f 6d 69 6e 67 20 65 72 72 6f 72	linear.map.of.the.incoming.error
0380	20 28 73 6b 69 70 20 70 61 74 68 20 65 78 61 63 74 29 0a 20 20 20 20 27 64 66 61 27 20 20 20 20	.(skip.path.exact).....'dfa'....
03a0	20 20 20 20 20 20 64 69 72 65 63 74 20 66 65 65 64 62 61 63 6b 20 61 6c 69 67 6e 6d 65 6e 74 3a	......direct.feedback.alignment:
03c0	20 66 69 78 65 64 20 72 61 6e 64 6f 6d 20 70 72 6f 6a 65 63 74 69 6f 6e 20 6f 66 20 74 68 65 20	.fixed.random.projection.of.the.
03e0	6f 75 74 70 75 74 20 65 72 72 6f 72 20 28 6e 6f 20 63 68 61 69 6e 29 0a 20 20 20 20 27 65 78 61	output.error.(no.chain).....'exa
0400	63 74 27 20 20 20 20 20 20 20 20 73 61 6d 65 20 61 73 20 27 62 70 27 20 62 75 74 20 72 6f 75 74	ct'........same.as.'bp'.but.rout
0420	65 64 20 74 68 72 6f 75 67 68 20 74 68 65 20 5a 42 50 20 62 61 63 6b 77 61 72 64 20 28 64 65 62	ed.through.the.ZBP.backward.(deb
0440	75 67 2f 63 6f 6e 73 69 73 74 65 6e 63 79 20 63 68 65 63 6b 29 0a 20 20 20 20 27 6f 72 61 63 6c	ug/consistency.check).....'oracl
0460	65 27 20 20 20 20 20 20 20 53 74 61 67 65 20 41 3a 20 65 78 61 63 74 20 67 20 3d 20 4a 5e 54 20	e'.......Stage.A:.exact.g.=.J^T.
0480	76 20 63 6f 6d 70 75 74 65 64 20 69 6e 74 65 72 6e 61 6c 6c 79 2c 20 6f 6e 6c 79 20 69 74 73 20	v.computed.internally,.only.its.
04a0	72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 70 72 6f 6a 65 63	random....................projec
04c0	74 69 6f 6e 20 28 31 2f 6e 29 20 73 75 6d 5f 69 20 75 5f 69 20 28 75 5f 69 5e 54 20 67 29 20 69	tion.(1/n).sum_i.u_i.(u_i^T.g).i
04e0	73 20 72 65 74 75 72 6e 65 64 20 20 28 70 72 6f 6a 65 63 74 69 6f 6e 20 6e 6f 69 73 65 20 6f 6e	s.returned..(projection.noise.on
0500	6c 79 29 0a 20 20 20 20 27 66 6f 72 77 61 72 64 27 20 20 20 20 20 20 6f 6e 65 2d 73 69 64 65 64	ly).....'forward'......one-sided
0520	20 66 69 6e 69 74 65 20 64 69 66 66 65 72 65 6e 63 65 20 20 28 68 28 78 2b 65 70 73 20 75 29 20	.finite.difference..(h(x+eps.u).
0540	2d 20 68 28 78 29 29 20 2f 20 65 70 73 0a 20 20 20 20 27 63 64 27 20 20 20 20 20 20 20 20 20 20	-.h(x))./.eps.....'cd'..........
0560	20 53 74 61 67 65 20 42 3a 20 63 65 6e 74 72 61 6c 20 64 69 66 66 65 72 65 6e 63 65 20 20 20 28	.Stage.B:.central.difference...(
0580	68 28 78 2b 65 70 73 20 75 29 20 2d 20 68 28 78 2d 65 70 73 20 75 29 29 20 2f 20 28 32 20 65 70	h(x+eps.u).-.h(x-eps.u))./.(2.ep
05a0	73 29 0a 20 20 20 20 27 72 69 63 68 61 72 64 73 6f 6e 27 20 20 20 52 69 63 68 61 72 64 73 6f 6e	s).....'richardson'...Richardson
05c0	2d 63 6f 72 72 65 63 74 65 64 20 63 65 6e 74 72 61 6c 20 64 69 66 66 65 72 65 6e 63 65 20 20 28	-corrected.central.difference..(
05e0	34 20 44 5f 7b 65 70 73 2f 32 7d 20 2d 20 44 5f 65 70 73 29 20 2f 20 33 0a 20 20 20 20 27 6d 6c	4.D_{eps/2}.-.D_eps)./.3.....'ml
0600	27 20 20 20 20 20 20 20 20 20 20 20 53 74 61 67 65 20 43 3a 20 72 61 6e 64 6f 6d 69 7a 65 64 20	'...........Stage.C:.randomized.
0620	6d 75 6c 74 69 6c 65 76 65 6c 20 64 65 62 69 61 73 65 64 20 63 65 6e 74 72 61 6c 20 64 69 66 66	multilevel.debiased.central.diff
0640	65 72 65 6e 63 65 20 28 75 6e 62 69 61 73 65 64 29 0a 20 20 20 20 27 6d 6c 5f 72 69 63 68 61 72	erence.(unbiased).....'ml_richar
0660	64 73 6f 6e 27 20 20 72 61 6e 64 6f 6d 69 7a 65 64 20 6d 75 6c 74 69 6c 65 76 65 6c 20 62 75 69	dson'..randomized.multilevel.bui
0680	6c 74 20 6f 6e 20 74 68 65 20 52 69 63 68 61 72 64 73 6f 6e 20 73 65 71 75 65 6e 63 65 20 28 75	lt.on.the.Richardson.sequence.(u
06a0	6e 62 69 61 73 65 64 29 0a 6e 5f 70 72 6f 62 65 73 3a 20 20 6e 75 6d 62 65 72 20 6f 66 20 72 61	nbiased).n_probes:..number.of.ra
06c0	6e 64 6f 6d 20 64 69 72 65 63 74 69 6f 6e 73 20 70 65 72 20 73 61 6d 70 6c 65 20 75 6e 69 74 20	ndom.directions.per.sample.unit.
06e0	70 65 72 20 62 61 63 6b 77 61 72 64 20 63 61 6c 6c 2e 0a 70 72 6f 62 65 3a 20 20 20 20 20 27 72	per.backward.call..probe:.....'r
0700	61 64 65 6d 61 63 68 65 72 27 20 7c 20 27 67 61 75 73 73 69 61 6e 27 20 7c 20 27 6f 72 74 68 6f	ademacher'.|.'gaussian'.|.'ortho
0720	67 6f 6e 61 6c 27 20 7c 20 27 68 61 64 61 6d 61 72 64 27 20 7c 20 27 63 6f 6f 72 64 69 6e 61 74	gonal'.|.'hadamard'.|.'coordinat
0740	65 27 2e 0a 20 20 20 20 20 20 20 20 20 20 20 41 6c 6c 20 66 61 6d 69 6c 69 65 73 20 61 72 65 20	e'.............All.families.are.
0760	6e 6f 72 6d 61 6c 69 7a 65 64 20 73 6f 20 74 68 61 74 20 45 5b 75 20 75 5e 54 5d 20 3d 20 49 5f	normalized.so.that.E[u.u^T].=.I_
0780	64 20 28 65 6e 74 72 69 65 73 20 61 72 65 20 4f 28 31 29 29 2e 0a 65 70 73 3a 20 20 20 20 20 20	d.(entries.are.O(1))..eps:......
07a0	20 66 69 6e 69 74 65 2d 64 69 66 66 65 72 65 6e 63 65 20 73 74 65 70 2e 20 20 57 69 74 68 20 65	.finite-difference.step...With.e
07c0	70 73 5f 6d 6f 64 65 3d 27 63 6f 6f 72 64 27 20 74 68 65 20 70 65 72 74 75 72 62 61 74 69 6f 6e	ps_mode='coord'.the.perturbation
07e0	20 69 73 20 78 20 2b 20 65 70 73 2a 75 0a 20 20 20 20 20 20 20 20 20 20 20 28 65 61 63 68 20 63	.is.x.+.eps*u............(each.c
0800	6f 6f 72 64 69 6e 61 74 65 20 6d 6f 76 65 73 20 62 79 20 7e 65 70 73 2c 20 45 75 63 6c 69 64 65	oordinate.moves.by.~eps,.Euclide
0820	61 6e 20 6e 6f 72 6d 20 65 70 73 2a 73 71 72 74 28 64 29 29 3b 20 77 69 74 68 0a 20 20 20 20 20	an.norm.eps*sqrt(d));.with......
0840	20 20 20 20 20 20 65 70 73 5f 6d 6f 64 65 3d 27 6e 6f 72 6d 27 20 69 74 20 69 73 20 78 20 2b 20	......eps_mode='norm'.it.is.x.+.
0860	65 70 73 2a 75 2f 73 71 72 74 28 64 29 20 28 66 69 78 65 64 20 45 75 63 6c 69 64 65 61 6e 20 6e	eps*u/sqrt(d).(fixed.Euclidean.n
0880	6f 72 6d 20 65 70 73 29 2e 0a 61 6c 70 68 61 3a 20 20 20 20 20 73 75 72 76 69 76 61 6c 20 65 78	orm.eps)..alpha:.....survival.ex
08a0	70 6f 6e 65 6e 74 20 6f 66 20 74 68 65 20 6d 75 6c 74 69 6c 65 76 65 6c 20 74 72 75 6e 63 61 74	ponent.of.the.multilevel.truncat
08c0	69 6f 6e 20 6c 65 76 65 6c 2c 20 50 28 4e 20 3e 3d 20 6b 29 20 3d 20 32 5e 7b 2d 61 6c 70 68 61	ion.level,.P(N.>=.k).=.2^{-alpha
08e0	20 6b 7d 2e 0a 6d 61 78 5f 6c 65 76 65 6c 3a 20 68 61 72 64 20 63 61 70 20 6f 6e 20 74 68 65 20	.k}..max_level:.hard.cap.on.the.
0900	6d 75 6c 74 69 6c 65 76 65 6c 20 69 6e 64 65 78 20 28 50 28 4e 20 3e 20 6d 61 78 5f 6c 65 76 65	multilevel.index.(P(N.>.max_leve
0920	6c 29 20 3d 20 32 5e 7b 2d 61 6c 70 68 61 20 28 6d 61 78 5f 6c 65 76 65 6c 2b 31 29 7d 29 2e 0a	l).=.2^{-alpha.(max_level+1)})..
0940	6c 65 76 65 6c 5f 73 61 6d 70 6c 69 6e 67 3a 20 27 70 65 72 5f 73 61 6d 70 6c 65 27 20 28 69 6e	level_sampling:.'per_sample'.(in
0960	64 65 70 65 6e 64 65 6e 74 20 4e 20 66 6f 72 20 65 76 65 72 79 20 28 70 72 6f 62 65 2c 20 73 61	dependent.N.for.every.(probe,.sa
0980	6d 70 6c 65 29 20 70 61 69 72 20 e2 80 94 20 74 68 65 20 70 68 79 73 69 63 61 6c 0a 20 20 20 20	mple).pair.....the.physical.....
09a0	20 20 20 20 20 20 20 63 6f 73 74 20 6d 6f 64 65 6c 29 20 6f 72 20 27 70 65 72 5f 70 72 6f 62 65	.......cost.model).or.'per_probe
09c0	27 20 28 6f 6e 65 20 4e 20 70 65 72 20 70 72 6f 62 65 20 73 68 61 72 65 64 20 62 79 20 74 68 65	'.(one.N.per.probe.shared.by.the
09e0	20 62 61 74 63 68 20 e2 80 94 20 63 68 65 61 70 65 72 20 74 6f 20 73 69 6d 75 6c 61 74 65 29 2e	.batch.....cheaper.to.simulate).
0a00	0a 62 61 74 63 68 5f 70 72 6f 62 65 73 3a 20 65 76 61 6c 75 61 74 65 20 61 6c 6c 20 70 72 6f 62	.batch_probes:.evaluate.all.prob
0a20	65 73 20 6f 66 20 61 20 62 61 63 6b 77 61 72 64 20 63 61 6c 6c 20 69 6e 20 6f 6e 65 20 62 61 74	es.of.a.backward.call.in.one.bat
0a40	63 68 65 64 20 66 6f 72 77 61 72 64 20 28 73 69 6d 75 6c 61 74 69 6f 6e 20 73 70 65 65 64 29 2e	ched.forward.(simulation.speed).
0a60	0a da 06 6f 72 61 63 6c 65 da 04 6d 6f 64 65 da 08 6e 5f 70 72 6f 62 65 73 da 0a 72 61 64 65 6d	...oracle..mode..n_probes..radem
0a80	61 63 68 65 72 da 05 70 72 6f 62 65 67 7b 14 ae 47 e1 7a 84 3f da 03 65 70 73 da 05 63 6f 6f 72	acher..probeg{..G.z.?..eps..coor
0aa0	64 da 08 65 70 73 5f 6d 6f 64 65 e7 00 00 00 00 00 00 00 40 da 05 61 6c 70 68 61 e9 0c 00 00 00	d..eps_mode........@..alpha.....
0ac0	da 09 6d 61 78 5f 6c 65 76 65 6c da 0a 70 65 72 5f 73 61 6d 70 6c 65 da 0e 6c 65 76 65 6c 5f 73	..max_level..per_sample..level_s
0ae0	61 6d 70 6c 69 6e 67 54 da 0c 62 61 74 63 68 5f 70 72 6f 62 65 73 72 02 00 00 00 da 0b 70 72 6f	amplingT..batch_probesr......pro
0b00	62 65 5f 63 68 75 6e 6b da 05 6c 6f 63 61 6c da 0a 70 61 72 61 6d 5f 6d 6f 64 65 e7 00 00 00 00	be_chunk..local..param_mode.....
0b20	00 00 00 00 da 0d 72 65 61 64 6f 75 74 5f 6e 6f 69 73 65 da 07 65 70 73 5f 6d 69 6e 46 da 09 73	......readout_noise..eps_minF..s
0b40	75 72 72 6f 67 61 74 65 67 cd cc cc cc cc cc ec 3f da 0d 73 75 72 72 6f 67 61 74 65 5f 65 6d 61	urrogateg.......?..surrogate_ema
0b60	67 fc a9 f1 d2 4d 62 50 3f da 0f 73 75 72 72 6f 67 61 74 65 5f 72 69 64 67 65 63 01 00 00 00 00	g....MbP?..surrogate_ridgec.....
0b80	00 00 00 00 00 00 00 05 00 00 00 0b 00 00 00 f3 1a 00 00 00 95 00 5b 01 00 00 00 00 00 00 00 00	......................[.........
0ba0	55 00 34 01 30 00 55 01 44 01 36 01 24 00 a9 01 4e 29 01 72 05 00 00 00 29 02 da 04 73 65 6c 66	U.4.0.U.D.6.$...N).r....)...self
0bc0	da 02 6b 77 73 02 00 00 00 20 20 da 42 2f 68 6f 6d 65 2f 79 75 72 65 6e 68 32 2f 7a 62 70 2d 73	..kws.......B/home/yurenh2/zbp-s
0be0	63 61 6c 69 6e 67 2f 73 63 72 69 70 74 73 2f 2e 2e 2f 73 72 63 2f 7a 62 70 5f 73 63 61 6c 69 6e	caling/scripts/../src/zbp_scalin
0c00	67 2f 7a 62 70 2f 63 6f 6e 66 69 67 2e 70 79 72 05 00 00 00 da 11 5a 42 50 43 6f 6e 66 69 67 2e	g/zbp/config.pyr......ZBPConfig.
0c20	72 65 70 6c 61 63 65 33 00 00 00 73 12 00 00 00 80 00 dc 0f 16 90 74 d1 0f 22 98 72 d1 0f 22 d0	replace3...s..........t..".r..".
0c40	08 22 f3 00 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 03 00 00 00 f3 18 00 00	.".....c........................
0c60	00 95 00 5b 01 00 00 00 00 00 00 00 00 55 00 35 01 00 00 00 00 00 00 24 00 72 22 00 00 00 29 01	...[.........U.5.......$.r"...).
0c80	72 04 00 00 00 a9 01 72 23 00 00 00 73 01 00 00 00 20 72 25 00 00 00 72 04 00 00 00 da 10 5a 42	r......r#...s.....r%...r......ZB
0ca0	50 43 6f 6e 66 69 67 2e 61 73 64 69 63 74 36 00 00 00 73 0c 00 00 00 80 00 dc 0f 15 90 64 8b 7c	PConfig.asdict6...s..........d.|
0cc0	d0 08 1b 72 27 00 00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 02 00 00 00 03 00 00 00 f3 20 00	...r'...c.......................
0ce0	00 00 95 00 55 00 52 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 53 01 3b 00 00 00	....U.R...................S.;...
0d00	24 00 29 02 4e 29 05 da 07 66 6f 72 77 61 72 64 da 02 63 64 da 0a 72 69 63 68 61 72 64 73 6f 6e	$.).N)...forward..cd..richardson
0d20	da 02 6d 6c da 0d 6d 6c 5f 72 69 63 68 61 72 64 73 6f 6e 29 01 72 0a 00 00 00 72 29 00 00 00 73	..ml..ml_richardson).r....r)...s
0d40	01 00 00 00 20 72 25 00 00 00 da 05 69 73 5f 7a 6f da 0f 5a 42 50 43 6f 6e 66 69 67 2e 69 73 5f	.....r%.....is_zo..ZBPConfig.is_
0d60	7a 6f 39 00 00 00 73 12 00 00 00 80 00 e0 0f 13 8f 79 89 79 d0 1c 52 d1 0f 52 d0 08 52 72 27 00	zo9...s..........y.y..R..R..Rr'.
0d80	00 00 63 01 00 00 00 00 00 00 00 00 00 00 00 03 00 00 00 03 00 00 00 f3 5e 01 00 00 95 00 55 00	..c.....................^.....U.
0da0	52 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 53 01 3a 58 00 00 64 10 00 00 55 00	R...................S.:X..d...U.
0dc0	52 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 53 02 3b 00 00 00 61 01 00 00 67 03	R...................S.;...a...g.
0de0	55 00 52 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 53 04 3a 58 00 00 61 01 00 00	U.R...................S.:X..a...
0e00	67 05 55 00 52 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 53 06 3a 58 00 00 61 01	g.U.R...................S.:X..a.
0e20	00 00 67 07 55 00 52 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 53 08 3a 58 00 00	..g.U.R...................S.:X..
0e40	61 01 00 00 67 09 53 07 55 00 52 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 2a 00	a...g.S.U.R...................*.
0e60	2d 08 00 00 6e 01 53 05 53 05 55 01 2d 0a 00 00 2d 0b 00 00 6e 02 55 00 52 00 00 00 00 00 00 00	-...n.S.S.U.-...-...n.U.R.......
0e80	00 00 00 00 00 00 00 00 00 00 00 00 53 0a 3a 58 00 00 61 05 00 00 53 07 55 02 2d 05 00 00 24 00	............S.:X..a...S.U.-...$.
0ea0	55 00 52 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 53 0b 3a 58 00 00 61 08 00 00	U.R...................S.:X..a...
0ec0	53 07 55 02 53 05 2d 00 00 00 2d 05 00 00 24 00 5b 05 00 00 00 00 00 00 00 00 55 00 52 00 00 00	S.U.S.-...-...$.[.........U.R...
0ee0	00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 35 01 00 00 00 00 00 00 65 01 29 0c 7a 4b 45 78	................5.......e.).zKEx
0f00	70 65 63 74 65 64 20 6e 75 6d 62 65 72 20 6f 66 20 62 6c 6f 63 6b 20 65 76 61 6c 75 61 74 69 6f	pected.number.of.block.evaluatio
0f20	6e 73 20 28 70 65 72 20 73 61 6d 70 6c 65 20 75 6e 69 74 29 20 70 65 72 20 70 72 6f 62 65 20 64	ns.(per.sample.unit).per.probe.d
0f40	69 72 65 63 74 69 6f 6e 2e 72 09 00 00 00 29 02 da 02 62 70 da 05 65 78 61 63 74 72 1b 00 00 00	irection.r....)...bp..exactr....
0f60	72 2c 00 00 00 67 00 00 00 00 00 00 f0 3f 72 2d 00 00 00 72 11 00 00 00 72 2e 00 00 00 67 00 00	r,...g.......?r-...r....r....g..
0f80	00 00 00 00 10 40 72 2f 00 00 00 72 30 00 00 00 29 03 72 0a 00 00 00 72 12 00 00 00 da 0a 56 61	.....@r/...r0...).r....r......Va
0fa0	6c 75 65 45 72 72 6f 72 29 03 72 23 00 00 00 da 01 71 da 03 65 6e 31 73 03 00 00 00 20 20 20 72	lueError).r#.....q..en1s.......r
0fc0	25 00 00 00 da 1a 65 78 70 65 63 74 65 64 5f 71 75 65 72 69 65 73 5f 70 65 72 5f 70 72 6f 62 65	%.....expected_queries_per_probe
0fe0	da 24 5a 42 50 43 6f 6e 66 69 67 2e 65 78 70 65 63 74 65 64 5f 71 75 65 72 69 65 73 5f 70 65 72	.$ZBPConfig.expected_queries_per
1000	5f 70 72 6f 62 65 3d 00 00 00 73 a6 00 00 00 80 00 e0 0b 0f 8f 39 89 39 98 08 d3 0b 20 a0 44 a7	_probe=...s..........9.9......D.
1020	49 a1 49 b0 1f d3 24 40 d8 13 16 d8 0b 0f 8f 39 89 39 98 09 d3 0b 21 d8 13 16 d8 0b 0f 8f 39 89	I.I...$@.......9.9....!.......9.
1040	39 98 04 d3 0b 1c d8 13 16 d8 0b 0f 8f 39 89 39 98 0c d3 0b 24 d8 13 16 d8 0c 0f 90 54 97 5a 91	9............9.9....$.......T.Z.
1060	5a 90 4b d1 0c 20 88 01 e0 0e 11 90 53 98 31 91 57 89 6f 88 03 d8 0b 0f 8f 39 89 39 98 04 d3 0b	Z.K.........S.1.W.o......9.9....
1080	1c d8 13 16 98 13 91 39 d0 0c 1c d8 0b 0f 8f 39 89 39 98 0f d3 0b 27 d8 13 16 98 23 a0 03 99 29	.......9.......9.9....'....#...)
10a0	d1 13 24 d0 0c 24 dc 0e 18 98 14 9f 19 99 19 d3 0e 23 d0 08 23 72 27 00 00 00 a9 00 4e 29 20 da	..$..$...........#..#r'.....N)..
10c0	08 5f 5f 6e 61 6d 65 5f 5f da 0a 5f 5f 6d 6f 64 75 6c 65 5f 5f da 0c 5f 5f 71 75 61 6c 6e 61 6d	.__name__..__module__..__qualnam
10e0	65 5f 5f da 0f 5f 5f 66 69 72 73 74 6c 69 6e 65 6e 6f 5f 5f da 07 5f 5f 64 6f 63 5f 5f 72 0a 00	e__..__firstlineno__..__doc__r..
1100	00 00 da 03 73 74 72 da 0f 5f 5f 61 6e 6e 6f 74 61 74 69 6f 6e 73 5f 5f 72 0b 00 00 00 da 03 69	....str..__annotations__r......i
1120	6e 74 72 0d 00 00 00 72 0e 00 00 00 da 05 66 6c 6f 61 74 72 10 00 00 00 72 12 00 00 00 72 14 00	ntr....r......floatr....r....r..
1140	00 00 72 16 00 00 00 72 17 00 00 00 da 04 62 6f 6f 6c 72 18 00 00 00 72 1a 00 00 00 72 1c 00 00	..r....r......boolr....r....r...
1160	00 72 1d 00 00 00 72 1e 00 00 00 72 1f 00 00 00 72 20 00 00 00 72 05 00 00 00 72 04 00 00 00 da	.r....r....r....r....r....r.....
1180	08 70 72 6f 70 65 72 74 79 72 31 00 00 00 72 39 00 00 00 da 15 5f 5f 73 74 61 74 69 63 5f 61 74	.propertyr1...r9.....__static_at
11a0	74 72 69 62 75 74 65 73 5f 5f 72 3b 00 00 00 72 27 00 00 00 72 25 00 00 00 72 07 00 00 00 72 07	tributes__r;...r'...r%...r....r.
11c0	00 00 00 04 00 00 00 73 ce 00 00 00 87 00 f1 04 1b 05 08 f0 38 00 11 19 80 44 88 23 d3 04 18 d8	.......s............8....D.#....
11e0	14 15 80 48 88 63 d3 04 15 d8 11 1d 80 45 88 33 d3 04 1d d8 11 15 80 43 88 15 d3 04 15 d8 14 1b	...H.c.......E.3.......C........
1200	80 48 88 63 d3 04 1b d8 13 16 80 45 88 35 d3 04 16 d8 15 17 80 49 88 73 d3 04 17 d8 1a 26 80 4e	.H.c.......E.5.......I.s.....&.N
1220	90 43 d3 04 26 d8 19 1d 80 4c 90 24 d3 04 1d d8 17 18 80 4b 90 13 d3 04 18 d8 16 1d 80 4a 90 03	.C..&....L.$.......K.........J..
1240	d3 04 1d d8 1b 1e 80 4d 90 35 d3 04 1e d8 15 18 80 47 88 55 d3 04 18 d8 16 1b 80 49 88 74 d3 04	.......M.5.......G.U.......I.t..
1260	1b d8 1b 1e 80 4d 90 35 d3 04 1e d8 1d 21 80 4f 90 55 d3 04 21 f2 04 01 05 23 f2 06 01 05 1c f0	.....M.5.....!.O.U..!....#......
1280	06 00 06 0e f1 02 01 05 53 01 f3 03 00 06 0e f0 02 01 05 53 01 f5 06 11 05 24 72 27 00 00 00 72	........S..........S.....$r'...r
12a0	07 00 00 00 4e 29 05 da 0b 64 61 74 61 63 6c 61 73 73 65 73 72 03 00 00 00 72 04 00 00 00 72 05	....N)...dataclassesr....r....r.
12c0	00 00 00 72 07 00 00 00 72 3b 00 00 00 72 27 00 00 00 72 25 00 00 00 da 08 3c 6d 6f 64 75 6c 65	...r....r;...r'...r%.....<module
12e0	3e 72 49 00 00 00 01 00 00 00 73 27 00 00 00 f0 03 01 01 01 df 00 32 d1 00 32 f0 06 00 02 0b f7	>rI.......s'..........2..2......
1300	02 49 01 01 24 f0 00 49 01 01 24 f3 03 00 02 0b f1 02 49 01 01 24 72 27 00 00 00	.I..$..I..$.......I..$r'...