# COMPSCI 557: Parallel & Throughput- Optimized Programming | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_557) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 13d4333fac60ae86b5ff02cf8af9bfe7e6bd7d53f198dd65f75bccd5a3f5799e ### course id COMPSCI 557 ### course uid course\_280431e0039b9a9194e1b074 ### catalog version id ec40134dc45d7811bf74e9709a85f7b3c73c4ecf109f840153cf583a26394c16 ### course number 557 ### subjects * COMPSCI ### title PARALLEL & THROUGHPUT- OPTIMIZED PROGRAMMING ### description A comprehensive yet accessible introduction to high-performance computing practices, emphasizing shared-memory systems and using numerical algorithms as case studies. A focus on shared-memory, single-node multiprocessor systems, with some attention to GPUs. Emphasis is given on multithreaded programming, vectorization, memory hierarchy and its implications, and analysis of performance-limiting factors. ### requirements text E C E/​COMP SCI  354and (MATH 320,340,341,345, or375), or graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 261fb1a8b03ea11e1283cbcec86e47f090e7003e3b7bc085493c32da75d3b28e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary COMPSCI 557 teaches high-performance computing practices for shared-memory systems, focusing on multithreaded programming, vectorization, and performance analysis. ### llm topics * Shared-memory multiprocessor systems and GPUs * Memory hierarchy and performance-limiting factors ### llm skills * Multithreaded programming and vectorization * High-performance computing practices for shared-memory systems * Performance analysis and optimization ### llm assumed background * Computer systems architecture and C programming fundamentals * Linear algebra and numerical methods ### llm search phrases * high-performance computing * shared-memory systems * multithreaded programming * GPU programming * vectorization * memory hierarchy * performance analysis * parallel computing * throughput-optimized programming ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash ac88846787ff3e218c379d406f43312be5737a44e259ee4f8edc37de618a14e1 #### course id COMPSCI 557 #### current instructors None recorded. #### difficulty workload Historical reviews of Eftychios Sifakis: The course features interesting lectures and projects, with a moderate difficulty level reported by reviewers. ```json { "citations": [ { "instructor_name": "Eftychios Sifakis", "review_date": "2026-04-21 20:34:15 +0000 UTC", "review_id": "49226b50a7c050857a4d0322", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1727820", "source_review_id": "UmF0aW5nLTQyODkxNzUw", "source_url": "https://www.ratemyprofessors.com/professor/1727820", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Eftychios Sifakis: Eftychios Sifakis is described as knowledgeable and chill, with interesting lectures and projects. Reviewers note that lectures often involve case study walkthroughs with code, and the grading is clear and lenient, including practice exams. ```json { "citations": [ { "instructor_name": "Eftychios Sifakis", "review_date": "2026-04-21 20:34:15 +0000 UTC", "review_id": "49226b50a7c050857a4d0322", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1727820", "source_review_id": "UmF0aW5nLTQyODkxNzUw", "source_url": "https://www.ratemyprofessors.com/professor/1727820", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Eftychios Sifakis describe an interesting and highly recommended course with clear, lenient grading and helpful practice exams. ```json { "citations": [ { "instructor_name": "Eftychios Sifakis", "review_date": "2026-04-21 20:34:15 +0000 UTC", "review_id": "49226b50a7c050857a4d0322", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1727820", "source_review_id": "UmF0aW5nLTQyODkxNzUw", "source_url": "https://www.ratemyprofessors.com/professor/1727820", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.53 GPA, 79.3% A/AB (n=58 letter grades); Spring 2026: 3.56 GPA, 76.2% A/AB (n=80 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 557", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "76538f67-2e4f-381f-bbc1-670ec809fbcc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 557", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "76538f67-2e4f-381f-bbc1-670ec809fbcc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Eftychios Sifakis: Students find the case-study-based lectures and code walkthroughs engaging, and appreciate the clear grading structure and provided practice exams. ```json { "citations": [ { "instructor_name": "Eftychios Sifakis", "review_date": "2026-04-21 20:34:15 +0000 UTC", "review_id": "49226b50a7c050857a4d0322", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1727820", "source_review_id": "UmF0aW5nLTQyODkxNzUw", "source_url": "https://www.ratemyprofessors.com/professor/1727820", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history EFTYCHIOS SIFAKIS is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 557", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "76538f67-2e4f-381f-bbc1-670ec809fbcc", "source_record": { "entity_id": "76538f67-2e4f-381f-bbc1-670ec809fbcc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 557", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "76538f67-2e4f-381f-bbc1-670ec809fbcc", "source_record": { "entity_id": "76538f67-2e4f-381f-bbc1-670ec809fbcc", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n9" ], "condition": null, "course": null, "evidence": "E C E/COMP SCI 354and (MATH 320,340,341,345, or375), or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [ "n3", "n2" ], "condition": null, "course": null, "evidence": "E C E/COMP SCI 354and (MATH 320,340,341,345, or375)", "id": "n1", "kind": "all" }, { "children": [ "n4", "n5", "n6", "n7", "n8" ], "condition": null, "course": null, "evidence": "MATH 320,340,341,345, or375", "id": "n2", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 354, "minimum_grade": null, "subjects": [ "COMPSCI", "ECE" ], "timing": "prior" }, "evidence": "E C E/COMP SCI 354", "id": "n3", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 320", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "340", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 341, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "341", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 345, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "345", "id": "n7", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 375, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "375", "id": "n8", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n9", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_491da83116703d1b3c269e13", "source": "madgrades", "source_instructor_id": "4844599", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EFTYCHIOS SIFAKIS", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 27, "quality": 3.59, "difficulty": 3.56, "quality_count": 27, "difficulty_count": 27, "profile_id": "rmp:1727820", "source_url": "https://www.ratemyprofessors.com/professor/1727820", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:56.235326+00:00", "courses": { "course_280431e0039b9a9194e1b074": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_93d2f66aee95b30379263c4f": { "review_count": 24, "quality": 3.46, "difficulty": 3.54, "quality_count": 24, "difficulty_count": 24 }, "course_87400c0728797946c5cef14c": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_15b3f0bfce126907b8d418aa": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.619653524913445, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.39, "graded": 1826, "counts": [ 742, 439, 393, 141, 62, 30, 19 ], "sections": 103 }, "instructor_url": "/instructors/EFTYCHIOS_SIFAKIS--instructor_491da83116703d1b3c269e13" }, { "instructor_uid": "instructor_7dcfac108268a85a3760e1a9", "source": "madgrades", "source_instructor_id": "6087859", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUTIAN TAO", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.401, "graded": 313, "counts": [ 118, 101, 55, 20, 9, 6, 4 ], "sections": 3 }, "instructor_url": "/instructors/YUTIAN_TAO" }, { "instructor_uid": "instructor_32c61a2da9c6b7e30a81951a", "source": "madgrades", "source_instructor_id": "6652749", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAEHYUN LEE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.462, "graded": 438, "counts": [ 230, 77, 77, 24, 13, 10, 7 ], "sections": 4 }, "instructor_url": "/instructors/JAEHYUN_LEE--instructor_32c61a2da9c6b7e30a81951a" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 557", "course_uid": "course_280431e0039b9a9194e1b074", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Eftychios Sifakis", "YUTIAN TAO" ], "a": 24, "ab": 22, "b": 8, "bc": 3, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 58, "source_aliases": [ "COMPSCI 557" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 557", "course_uid": "course_280431e0039b9a9194e1b074", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Eftychios Sifakis", "JAEHYUN LEE" ], "a": 36, "ab": 25, "b": 13, "bc": 4, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 80, "source_aliases": [ "COMPSCI 557" ] } ] ``` ### statistics #### gpa 3.543 #### graded 138 #### counts * 60 * 47 * 21 * 7 * 2 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_280431e0039b9a9194e1b074-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_280431e0039b9a9194e1b074-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_280431e0039b9a9194e1b074-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_280431e0039b9a9194e1b074-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_280431e0039b9a9194e1b074-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_280431e0039b9a9194e1b074-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_280431e0039b9a9194e1b074-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_280431e0039b9a9194e1b074-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.5434782608695654 #### count 138 #### university ##### size 2021 ##### gpa Percentile 29 ##### count Percentile 71 ##### median Count 77 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 152 | false | | 3.2–3.6 | 521 | true | | 3.6–4.0 | 1327 | false | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 65, "gpaPercentile": 48, "countPercentile": 52, "medianCount": 126, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 28, "current": true }, { "range": "3.6–4.0", "count": 28, "current": false } ] } } ] ``` ### terms #### 1254 ##### term 1254 ##### gpa 3.5258620689655173 ##### count 58 ##### university ###### size 1289 ###### gpa Percentile 34 ###### count Percentile 45 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 47, "countPercentile": 27, "medianCount": 105, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 24, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.55625 ##### count 80 ##### university ###### size 1283 ###### gpa Percentile 35 ###### count Percentile 58 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 60, "countPercentile": 34, "medianCount": 105.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 21, "current": true }, { "range": "3.6–4.0", "count": 19, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 2021 ###### gpa 3.660373947354374 ###### top Share 82.25902967226666 ###### count 77 ##### COMPSCI ###### size 65 ###### gpa 3.54676671421842 ###### top Share 75.29768070134821 ###### count 126 #### terms ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### COMPSCI ###### size 52 ###### gpa 3.482652727664103 ###### top Share 71.33786483648515 ###### count 105 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ## instructor Trends ```json [ { "uid": "instructor_491da83116703d1b3c269e13", "name": "EFTYCHIOS SIFAKIS", "count": 138, "terms": [ { "term": "1254", "count": 58, "sections": 1, "gpa": 3.5258620689655173 }, { "term": "1264", "count": 80, "sections": 1, "gpa": 3.55625 } ] }, { "uid": "instructor_32c61a2da9c6b7e30a81951a", "name": "JAEHYUN LEE", "count": 80, "terms": [ { "term": "1264", "count": 80, "sections": 1, "gpa": 3.55625 } ] }, { "uid": "instructor_7dcfac108268a85a3760e1a9", "name": "YUTIAN TAO", "count": 58, "terms": [ { "term": "1254", "count": 58, "sections": 1, "gpa": 3.5258620689655173 } ] } ] ``` ## following None recorded.