Problem Statement |
| |
JPEG 2000 is an image
format meant to be an improvement over the original JPEG format. Linden Lab,
the creator of Second Life, uses this file format heavily via the
OpenJPEG library, an open source
project. While these images have very good image quality for their file
sizes and can be decoded as they stream across a network channel, a drawback has been that they are computationally expensive to decode. Because almost all of the textures in Second Life are encoded via JPEG 2000, the decode performance is very important to millions of Second Life users. Your task in this problem is to build on the OpenJPEG library, improving its
decode speed. Winning solutions may be incorporated into the OpenJPEG library
codebase.
Implementation Details
You must write a program which takes N images at a time, decodes each of them
to a bitmap, and returns the results. The image will be given to you as a
int[], representing that concatenation of the N files, where
four bytes are backed into each element (if the number of bytes is not
divisible by four, the file is padded with 0's). You are also given the
lengths of the N files (before padding). After decoding all of the images,
you should return a single int[], each element of which
corresponds to a single pixel in an image, where each channel is represented
by 8 bits of the element. The pixels should be packed in row-major order, and
the N images should simply be concatenated in the same order they were given
to you. See the sample code for an example of exactly how this unpacking and
packing should be done. Note that we will always by using exactly three
channels from the decoded image (even though they sometimes claim to have more).
Sample Solution
To help you get started, a sample solution is available which wraps the
OpenJPEG library with the necessary code to work with the TopCoder system.
This archive contains the relevant .C and .H files from the
OpenJPEG library. For more information about this sample solution, go to http://www.topcoder.com/contest/problem/J2KDecode/code.html. Minor changes have been made to
the original code so that it will compile using g++, but it is essentially
version 1.3 of the OpenJPEG Library.
Sample Images
A corpus of available images is available for download. The
example tests use subsets of these images. The provisional and final testing
use a different set of images, but with similar properties.
Scoring
Your program will be evaluated primarily on its runtime. If you return
exactly the same bitmaps as the current library, your score for a test case
will be exactly your runtime. However, it is acceptable for your images to
differ slightly from the original library, in the interest of runtime. We
will compute your mean squared error (MSE), evaluating each channel
independently. If your total time is T, your score will be T*exp(10*MSE).
Your overall score will be the sum of the inverses of your individual scores,
times 1000.
|
| |
Definition |
| | | Class: | J2KDecode | | Method: | decode | | Parameters: | int[], int[] | | Returns: | int[] | | Method signature: | int[] decode(int[] data, int[] lengths) | | (be sure your method is public) |
|
| |
|
| |
Notes |
| - | N will be 50 in all cases except the examples. |
| - | Only C/C++ is allowed. |
| - | Your solution must not contain any instructions newer than the appearance of SSE3. While such solutions may compile, they will not be eligible for prizes. |
| - | The time limit is 30 seconds per test case. |
| - | The memory limit is 512MB. |
| |
Examples |
| 0) | |
| | | Returns: "N = 1" | | This example contains only one image, 6e8c0621-d300-1dbb-a6b2-15bd69f8d2f4.j2c |
|
|
| 1) | |
| | | Returns: "N = 2" | This example contains two images:
6e8c0621-d300-1dbb-a6b2-15bd69f8d2f4.j2c
e5debb46-54b9-a424-1436-12c2b13aaa44.j2c
|
|
|
| 2) | |
| | | Returns: "N = 4" | 6e8c0621-d300-1dbb-a6b2-15bd69f8d2f4.j2c
e5debb46-54b9-a424-1436-12c2b13aaa44.j2c
caaa90c5-8e30-84dc-e9c3-669e3344eb34.j2c
a3445c83-e2c3-63c2-3408-7decee204a51.j2c
|
|
|
| 3) | |
| | | Returns: "N = 10" | 6e8c0621-d300-1dbb-a6b2-15bd69f8d2f4.j2c
e5debb46-54b9-a424-1436-12c2b13aaa44.j2c
caaa90c5-8e30-84dc-e9c3-669e3344eb34.j2c
a3445c83-e2c3-63c2-3408-7decee204a51.j2c
1bafcd0a-eaf6-ee3b-d4a3-0b1ec8ce674e.j2c
eb6b748f-a5a3-7698-6fb5-716f2b3cd77d.j2c
70a2573b-f923-5cf7-a6ef-e21c36a97a96.j2c
a49ee1d7-1cbb-b24b-46d1-f7eb53f8e7ba.j2c
5665b17c-9a92-86ab-4aa6-d2d5f5f22422.j2c
247d58cd-9b24-6bde-090a-d4c76a42092f.j2c
|
|
|
| 4) | |
| | | Returns: "N = 20" | 6e8c0621-d300-1dbb-a6b2-15bd69f8d2f4.j2c
e5debb46-54b9-a424-1436-12c2b13aaa44.j2c
caaa90c5-8e30-84dc-e9c3-669e3344eb34.j2c
a3445c83-e2c3-63c2-3408-7decee204a51.j2c
1bafcd0a-eaf6-ee3b-d4a3-0b1ec8ce674e.j2c
eb6b748f-a5a3-7698-6fb5-716f2b3cd77d.j2c
70a2573b-f923-5cf7-a6ef-e21c36a97a96.j2c
a49ee1d7-1cbb-b24b-46d1-f7eb53f8e7ba.j2c
5665b17c-9a92-86ab-4aa6-d2d5f5f22422.j2c
247d58cd-9b24-6bde-090a-d4c76a42092f.j2c
a16b769e-bb7e-10e0-d612-83ec36024680.j2c
3b9e2ee1-3281-5a8f-c507-e3b07b284cec.j2c
058bb03b-0f93-e4e8-f2fa-648177fbe98c.j2c
f964c02a-5b5f-9d4d-1c01-4d096cad5e3f.j2c
73f161b9-dbc7-0097-4d9c-559e57847d8e.j2c
11852d78-d0a0-23ff-9fc1-7f8ac9e14d81.j2c
369476a8-2b3a-b756-fbc4-b0351a5dfdf6.j2c
58644b90-f4ef-0672-a7e0-0b91fe104d8e.j2c
5eb7c1a8-5bdf-3b6e-cf50-45d823f2236c.j2c
b342da3f-20e7-6c5e-fcea-b530f014f191.j2c
|
|
|
| 5) | |
| | | Returns: "N = 50" | 6e8c0621-d300-1dbb-a6b2-15bd69f8d2f4.j2c
e5debb46-54b9-a424-1436-12c2b13aaa44.j2c
caaa90c5-8e30-84dc-e9c3-669e3344eb34.j2c
a3445c83-e2c3-63c2-3408-7decee204a51.j2c
1bafcd0a-eaf6-ee3b-d4a3-0b1ec8ce674e.j2c
eb6b748f-a5a3-7698-6fb5-716f2b3cd77d.j2c
70a2573b-f923-5cf7-a6ef-e21c36a97a96.j2c
a49ee1d7-1cbb-b24b-46d1-f7eb53f8e7ba.j2c
5665b17c-9a92-86ab-4aa6-d2d5f5f22422.j2c
247d58cd-9b24-6bde-090a-d4c76a42092f.j2c
a16b769e-bb7e-10e0-d612-83ec36024680.j2c
3b9e2ee1-3281-5a8f-c507-e3b07b284cec.j2c
058bb03b-0f93-e4e8-f2fa-648177fbe98c.j2c
f964c02a-5b5f-9d4d-1c01-4d096cad5e3f.j2c
73f161b9-dbc7-0097-4d9c-559e57847d8e.j2c
11852d78-d0a0-23ff-9fc1-7f8ac9e14d81.j2c
369476a8-2b3a-b756-fbc4-b0351a5dfdf6.j2c
58644b90-f4ef-0672-a7e0-0b91fe104d8e.j2c
5eb7c1a8-5bdf-3b6e-cf50-45d823f2236c.j2c
b342da3f-20e7-6c5e-fcea-b530f014f191.j2c
33ff9a2d-4542-54b5-0571-deeccdf6a738.j2c
b7dba3d6-3eeb-31e8-25a8-0bb0c443e9dc.j2c
301cf66f-759a-3e8e-b2a9-4039b4d26d5d.j2c
405dd03a-ff83-1946-ab35-41e738005b88.j2c
3d2baf12-549b-75b1-b5b1-c06f25d372ab.j2c
caaeff25-6751-7104-6619-887403ff3c6f.j2c
69a79bb7-9a94-c265-dba1-0581bddfed9b.j2c
c60df22e-b37a-a7f4-7197-19fe60e29633.j2c
e078639f-c1fc-89d1-0735-fcb3c1bf2936.j2c
915f8276-450f-b8e1-51ed-fa1a091e22cb.j2c
3b29a892-58e2-424e-2c4e-30008cf203f7.j2c
f7655f2a-a4fc-d6ba-b5b5-e284ec2153e0.j2c
b076848a-39c9-9bf7-73e0-5808d794efaf.j2c
ef03448b-599f-de36-43f9-7dad75ac721e.j2c
3fe4c904-bac8-7bb1-81cf-51a3891252b9.j2c
44ef05d2-87c4-ac63-020a-576b0749bba4.j2c
f7f6564c-ff8f-fcb0-11f4-3a6a2b758013.j2c
dbc52174-e52a-6e33-5e48-e4b6e7c65228.j2c
0d4f9a9e-2b7c-e8c1-9522-2cff5c819a81.j2c
77a6734c-d3bd-6249-5a26-53322c5f757f.j2c
3a7c8d98-79d9-c0ef-1a13-a7cffbcb8380.j2c
968cfe31-46fc-db8d-940f-daa69c336e72.j2c
0cf5c667-0532-80b2-6c6d-0d3bf04112f8.j2c
4bbb7416-d0e2-e9cc-6687-c8dcc9451c81.j2c
05282b30-1076-d294-553b-342a58d396e6.j2c
9339d4df-99ea-3265-14b8-df7bba267c5f.j2c
e49275b1-1236-0280-9878-fdb3814821a6.j2c
2a795955-9b48-ec3a-98ac-3e67059c13d8.j2c
38d73189-65fa-ac60-7d14-57c05148d7ef.j2c
7c18f224-5428-6c67-975e-bb24eb07a203.j2c
|
|
|
| 6) | |
| | | Returns: "N = 50" | 800aba69-2355-21da-2b71-b6b0ab71c2d1.j2c
eb816ff1-0b82-e803-d6f6-10ca843f485a.j2c
2d77b067-3eb2-5971-6500-17f7d7135135.j2c
c8bf695c-0261-9f07-6835-de4da526ca69.j2c
f17a8f59-ea61-f50b-3d89-adb214b10b67.j2c
a020e7e3-0d38-b6a5-cff9-1e6951c24260.j2c
179fc671-7942-af3c-9ed8-cf71b91a7670.j2c
8aaf9de7-18aa-ae4b-3523-b2a2031b5ad1.j2c
92d52990-9eca-b166-1bba-6dfbcd7a8b8a.j2c
944fa83b-5882-7a97-8e08-563e498c4ff2.j2c
fc75013a-d3a6-32e1-bae8-ca3b7119ed19.j2c
8d3342cc-7ce0-669f-0564-fd9bdc5d6957.j2c
3fa3a143-5375-d18d-2531-121f92b9dd48.j2c
ba96e410-f3d9-c46c-0a6d-35ef0cb90fec.j2c
b4c5575f-b95e-896e-a113-0035fc57d801.j2c
a4ba7d71-c4fc-2968-cd66-aa98f0c4e987.j2c
e9e9cef9-866c-ed96-0129-e53941ce6bf2.j2c
a43a6107-6a7d-cc62-49f3-4f767b5566af.j2c
b4cd03c2-73e2-10f6-cc19-31e8466fabae.j2c
55e91c9b-2cff-ff07-f5ef-96974392e8a0.j2c
d090244e-5ee3-01aa-dc44-c0d40ac99078.j2c
dc415cc1-59ab-e462-1946-81956976fbfc.j2c
83a770d1-762e-96b8-d8a4-e82fbbe57242.j2c
636aace7-c514-f6c1-ac56-d0681235da72.j2c
93e1b75d-a948-0512-1130-55e8642700bf.j2c
7e242195-00b6-9073-0328-cd7019f150d4.j2c
361a6c8c-0036-0160-073e-4edc4dbfb808.j2c
0d4172c0-0c12-7f91-1bab-08a24095e5b0.j2c
71700898-0592-01f3-f329-d3a6cf8a69fd.j2c
c13d1f39-0af1-ebca-2646-64c0106d0a9f.j2c
0ab1cefe-cef7-8316-7b83-f64f86c1d1d9.j2c
d68b1fb4-09c0-2ba0-b995-c745bb17686b.j2c
6dc904d3-da47-6e7a-30e3-53d8b3f0623c.j2c
c23f5163-20b6-2353-b017-c1ae60732d38.j2c
fb560f05-4106-4555-387b-398790a586cc.j2c
b8768743-065f-a5da-163f-dfa11f4c2485.j2c
10535949-314c-e128-aee7-626951900125.j2c
ed909fa1-9d2e-3e4d-356f-e83562a5e2d2.j2c
42588ac8-acee-f3eb-4904-2a835a7e6063.j2c
44d12636-7f00-549b-c840-d9f899bbb629.j2c
8f1cbf87-9449-fa18-78f1-c21db721edde.j2c
f4e4e808-eda8-4c39-81d6-e4875cb23ae8.j2c
86936c9b-90ea-2ba0-3e79-6cd7df53c01e.j2c
52f39070-d23e-1004-ed0a-b95abe8d56c2.j2c
5ced7e64-d7c7-86b1-3615-d11e45193932.j2c
9be14607-a31d-6764-a06c-2b7491b0d585.j2c
05bc8709-856f-cb28-685f-a792dfccba1c.j2c
9790e003-3bb2-4852-c9e8-b7c52d13e16c.j2c
779153e2-d3da-4b65-5d22-c8128802bc34.j2c
51cfae74-da19-a642-f1c9-ca8be0cf31f4.j2c
|
|
|
| 7) | |
| | | Returns: "N = 50" | f94b2d1f-413a-e1da-1361-a4738f6ac06b.j2c
03f11859-8172-93e6-40bc-867cf39731cb.j2c
184ce25a-8c2e-25cc-1128-9a6c2a4c0317.j2c
088f16ad-9d4f-dd39-92e9-ab2ee11b0806.j2c
7e1c096f-1634-ca73-5435-51c8e2598752.j2c
3c898ac5-29bd-d8fd-9228-3adb818576b2.j2c
054ea304-d348-e443-4748-6f3a6269454d.j2c
a4bc12a4-f894-0f6c-b86a-c2217db5a3b2.j2c
cea552b2-2fc6-53c0-8a33-75af20c7122a.j2c
451f7ae0-2b66-fe5f-93de-af338af0833a.j2c
886624b4-53f5-481b-9847-7db4b97115df.j2c
c3371090-ba05-9662-9724-bfe349e5fd16.j2c
2fa7cad6-8062-c538-3413-b3db7adbba61.j2c
1766d727-9c9d-7de9-de26-3d4483d7d66d.j2c
d82b8406-dded-dff6-7ed3-fafc9359b189.j2c
8020bc84-4086-93e5-8698-a3e9cd4a3473.j2c
2d104761-345f-9b59-e65e-608752251d1c.j2c
113f0482-60ee-786e-d04c-54bc6032921f.j2c
5d3f35bf-fbbe-1749-96b7-6817cf85cf12.j2c
e7816c15-d73a-b055-8328-c4dc4e698911.j2c
4d5f938d-bb2b-59a2-02e6-b491e06daf91.j2c
e0ed39cb-d702-9f97-15f9-ed8e42c0f4ad.j2c
ff87f93b-a0b5-f93f-998a-ee8f0ad194f7.j2c
d043338a-98d0-455d-1b0e-d40287cd149a.j2c
70ce6a02-e194-5702-ba74-8aa4c2d3ca16.j2c
8e4a1540-284f-a4bf-0b32-675554a1a5d4.j2c
39b318dc-bae4-3567-0802-af0878d38e0f.j2c
da5e658b-7a7a-dbae-e445-0db0769f64a8.j2c
7e5a44d6-c63a-ecba-6237-e2ec65029f21.j2c
cca1b3ae-a475-9592-d324-ccbe3ee5b556.j2c
7e78c80b-2583-42c9-ab09-3fa1b4efb147.j2c
26e1f9c3-3f8b-9706-0675-08f15a33df4d.j2c
59d014f1-f2c1-3c55-801f-93b1acab2a9c.j2c
417f1921-952b-b227-9318-8b7f1e55202f.j2c
7dc61191-384a-3387-7601-6932bfe4efc0.j2c
e87f53cf-ba85-9586-6669-2fd01b4e5603.j2c
a295dd41-c9f5-71cc-a183-5efe430bdd83.j2c
bfc04202-3ff2-9229-7ba0-9489fa505943.j2c
f0f8b2da-1f10-8447-bc7c-05d25be0e7c9.j2c
4c79cf48-94ab-302c-aca8-2807ea448041.j2c
1ca2ceed-31f7-0fb6-ce37-30aacb613288.j2c
6b642f63-59da-664f-4ab9-94141e6ad4a3.j2c
c67735e4-b6cc-75b5-0309-0a7c7ea26b91.j2c
8265fe5f-42bf-d0ea-c1c3-17719f373299.j2c
e041ed12-b317-826f-3a78-1fb7c436b9c5.j2c
02fbb041-899a-ad00-4f68-f2d55a723652.j2c
013b1885-35ea-7c9b-4124-d69545e5fce3.j2c
a603eec6-c608-50d7-2b38-97b991519863.j2c
eae45662-897d-e07f-2d4a-487bbc826315.j2c
ac1bdbc2-072c-7ef9-2c49-60cb54bd7ce7.j2c
|
|
|
| 8) | |
| | | Returns: "N = 50" | da63ab42-2402-a506-b853-e4a8f79f5f75.j2c
846b4195-d056-c8b8-7026-f7364348a7e6.j2c
40340512-336b-add8-40f0-342142a22324.j2c
7e48664d-2d06-5886-bca5-a923b51c0e78.j2c
27b7f7d0-4dbf-990b-47df-8d34d17efcc8.j2c
b3badb0d-af78-306f-d116-aabf0ccaa774.j2c
1691f557-cda8-9c43-706f-df1a10320435.j2c
912ad4a9-99f2-c19b-dbdd-3fe50822f46f.j2c
0d74e852-d9aa-d949-1fc1-9b1a7a648ef3.j2c
07b45cb4-0c4c-b0d0-6b66-c6e07a96e753.j2c
9bbfc7d1-b5b8-9f84-2ce2-5c5bcd6e5e7c.j2c
e1a49d20-0033-2681-75bf-5891f4594f47.j2c
9b22af8f-c873-4585-6325-33adabe5fb16.j2c
45993e05-e516-9407-864d-30fffcf6a68e.j2c
82cc678f-8aa2-7f15-5056-3fe27d334291.j2c
6538605c-189a-55e2-f5d0-d3599e78e32b.j2c
f6194989-0e8b-aca3-91bc-def8fa29b088.j2c
9206ea7c-2a2f-9364-0503-bc9c887f609c.j2c
f063a05d-b6ff-a00a-f3f6-8e2749c63de3.j2c
8e77cbf3-143e-b912-4275-944853435a60.j2c
779830ec-2d59-7a32-5811-9e7c05f42393.j2c
02709ae4-6cb1-31e9-6bef-37169f17ef6f.j2c
3cf73958-5e3c-075f-97e2-49815956c744.j2c
9a2beee5-9ab9-c9b1-650a-db2ff21427b1.j2c
47d16df5-140f-82a2-2ade-d77ff3e625c8.j2c
8c45937b-f901-1a12-a936-51c60e3f778b.j2c
896048e3-8e33-fbed-8181-f15366b79140.j2c
c09b3b2d-d907-7bbd-e1a4-a344b0dece4e.j2c
632f4f85-58fc-d7b7-086b-e07a8ffb50e1.j2c
b65534bc-8a10-ffb5-92f2-6b7c0c7a2a03.j2c
cc0eeba9-4a06-5925-335d-c5162563c369.j2c
62e26adf-bf89-bd1b-a4d0-f45a3bc7c789.j2c
9223e838-457b-ae58-2d81-b25ee9d7cd0e.j2c
56a7bcec-130e-73e8-9dd2-5d34891efa52.j2c
527e0079-2cf4-199e-9f39-372cefcfacbf.j2c
b2e28d68-49c7-b866-5dcc-89687d9997e1.j2c
64bb20b3-a808-1561-3ba1-723b1aea34ef.j2c
42176a56-c404-6d8d-6f8b-1c932d9dd36d.j2c
a2a71a2a-1330-43e2-e369-02d10280dc8f.j2c
01c8f524-77f0-ff4c-4f46-cf95af628ffa.j2c
0742e7a3-e0e1-7be4-257b-0dd48a9bf1cf.j2c
0bfffaa7-4da4-a03d-68c1-4b147dee102a.j2c
602d6883-2da3-3aa3-6945-467546757e10.j2c
1eb0b190-3697-65c5-c0ab-b622e591d5ad.j2c
5042996a-23e1-c7c7-8784-b61e419ad2f2.j2c
a9dd094b-ecec-8767-1bc1-9886e6889b1e.j2c
20ddbd26-2c00-e4b9-b590-160dd9f57f37.j2c
b2921cf3-bdb1-39aa-ec4a-129b4923ed12.j2c
28a3d28f-89d8-888d-39e0-cda75eb225dc.j2c
47a0b98b-1b0a-4052-db8f-63956915db46.j2c
|
|
|
| 9) | |
| | | Returns: "N = 50" | 87611554-ea0c-ca32-73f4-c56d407a9196.j2c
e7adb3f7-f814-fa64-0394-d544aec45ad1.j2c
46dc13db-f838-f9ab-f5ea-0e42f6903733.j2c
9774081b-f663-b6ae-224e-ae143d77c1df.j2c
0896de41-b5ab-9a0f-6c0c-4945347ecc4d.j2c
eac99037-1cf0-242d-9f5c-a9ccced32a4c.j2c
a7d4ccdd-ce14-b9d4-076f-da841001d240.j2c
b29b2e79-3c62-4e39-f389-15ea7732331a.j2c
6c42d636-aebd-a4fb-9927-824f9c3d988a.j2c
1727bf77-79a7-187c-6282-0f24ec5460b0.j2c
374628a3-c88e-0f29-cda7-e7f6691f1f13.j2c
c9363abe-98b1-60cc-4e81-baba18b26819.j2c
363057d3-6253-7d09-1622-9dbe43a85702.j2c
d557b6fd-439d-5898-1427-7d7b81f59e92.j2c
bbe15ec7-4bc2-c262-169d-bd898dd6e382.j2c
8e36c470-0c66-4a4b-cab7-24b85f6017be.j2c
a208c691-c18a-008e-150b-6f72e0820063.j2c
6dd9d3f9-56e4-43d5-3ba2-7d8dacaaeb4b.j2c
dad7cee4-075c-c475-cf13-086e3946ecdb.j2c
03401dea-1685-3944-bd6e-7ff48b55fa59.j2c
1b339e2e-7f72-8775-4c1c-feafcae7d943.j2c
e4cdf170-5109-377e-ed67-bb0aae4e5e9d.j2c
9d9ab29a-9380-e47f-de62-a1b98ed25b8a.j2c
b285244a-41e3-8948-da9b-385b187c59fa.j2c
6675ef9d-cba4-32dc-890a-fce45c27a29f.j2c
9583b088-e0c4-a09b-9ff4-85dd9b6e9710.j2c
442b4d80-26c8-a5f9-10c3-b4d408a9df8a.j2c
3c9adea4-b0bd-e4d4-4400-726517623beb.j2c
9e540dcc-221b-6fe7-5b41-7b87eded528b.j2c
32216559-8513-9887-5136-3c9506c2563b.j2c
3e8c4999-5ddd-7277-cda8-bac86cfc2813.j2c
125f11fc-380a-8ac5-5a0e-7a7d932a9f67.j2c
35be984f-e55c-5b30-d8be-49986e5e70c6.j2c
fb6054b7-fc0e-5f7d-d338-fdcbda16f28a.j2c
1d514d27-a658-cf16-072e-8efc258d7f4e.j2c
dd4ed6b9-e0cc-40ab-7452-f50a53b64739.j2c
0022becf-1b77-032e-5ebf-c8275f982ed9.j2c
d9075e28-0cb6-cb76-eab5-4328d64d7faf.j2c
cc5dfcf5-a45d-2ae9-5aee-1aeb292321c3.j2c
5a146570-ec76-557d-7f65-c19c6d1b9e29.j2c
fb671e44-5e9b-421b-24cc-1b61676ee8e1.j2c
7b44ef96-5377-1101-d7c2-56446f294332.j2c
940eafbb-03a6-b667-b824-26dc8bf3d03f.j2c
4a7aeb24-cec8-1ec5-22cf-39f236318a2d.j2c
c0c99313-fa08-c76a-4bf8-d54ea91534cf.j2c
f40532fb-a888-2db2-7451-0eda62443f69.j2c
25428ccb-8e48-6da9-e27e-59ec0c07ce47.j2c
596db8b7-6b14-8c45-6625-9fa3b6cae98e.j2c
83611cbe-4ba9-c9d2-e7cf-d0f6e04baeb2.j2c
6ed19c24-caf4-b7a5-bb69-b7b9a8f213e4.j2c
|
|
|
| 10) | |
| | |
| 11) | |
| | |
| 12) | |
| | |
| 13) | |
| | |
| 14) | |
| | |
This problem statement is the exclusive and proprietary property of TopCoder, Inc. Any unauthorized use or reproduction of this information without the prior written consent of TopCoder, Inc. is strictly prohibited. (c)2020, TopCoder, Inc. All rights reserved.