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45 changes: 33 additions & 12 deletions tests/models/test_scripts.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
from pathlib import Path
import itertools
import math
from aiu_fms_testing_utils.utils.paged import get_programs_prompts, ProgramCriteria

FMS_DIR = Path(__file__).parent
AIU_FMS_DIR = os.path.join(FMS_DIR, "../../../aiu-fms-testing-utils/")
Expand Down Expand Up @@ -291,28 +292,48 @@ def test_dpp_script(
)
print(result_text)
with open(os.environ["DT_PROG_CRITERIA_FILEPATH"], "r") as f:
program_criteria_list = json.load(f)["programs"]
program_criteria_json_list = json.load(f)["programs"]
program_criteria_list = []
for i, d in enumerate(program_criteria_json_list):
program_criteria_list.append(
ProgramCriteria(
i,
d["max_batch"],
d["max_tkv"],
d["batch_granularity"],
d["tkv_granularity"],
)
)

if programs is None:
program_assertions = [i for i in range(len(program_criteria_list))]
shape_assertions = [">=0", ">=0"]
else:
program_map = get_programs_prompts(
program_criteria_list,
multiple=64,
max_batch_size=2,
max_tkv=512,
program_cycles=max_new_tokens,
)
programs_split = programs.split(":")
program_ids_str = programs_split[0]
shape_assertions = [
f">={_}" if _.isnumeric() else _ for _ in programs_split[1].split(",")
]
match_number = r"\d+"
valid_program_assertions = [
f">={re.search(match_number, _).group()}" for _ in shape_assertions
]
# need to add 1 for tkv as that is the first decode
program_assertions = [
i
for i, p in enumerate(program_criteria_list)
if eval(f"p['max_batch']{valid_program_assertions[0]}")
and eval(f"p['max_tkv']{valid_program_assertions[1]}+1")
]

program_assertions = []
for program_id_seq, shapes in program_map.items():
if any(
(
eval(
f"shape[0]{shape_assertions[0]} and shape[1]{shape_assertions[1]}"
)
for shape in shapes
)
):
program_assertions.append(program_id_seq[0].program_id)

if program_ids_str == "?":
program_assertions = program_assertions[:1]
elif program_ids_str.isnumeric():
Expand Down