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sp_unlock.yml
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# THE GOAL OF THIS DESIGN IS TO SHOW THE DIFFERENT UNLOCKING STRATEGIES
$SUITE_VARS$:
$INCLUDE_VARS$: [sp_scenario.yml, defaults_v2.yml]
# FOR PA + UNLOCKING ANALYSIS
workload_profit:
$FACTOR$: ["equal-ncd", "ncd"] # ncd, equal
workload_mode: "poisson" # subsampling only -> no upc
workload:
mechanism_mix: ~
# $FACTOR$: ["gm:GM", "mixed:GM-LM-RR-LSVT-SGD-PATE", "ml:SGD-PATE", "basic:GM-LM-RR-LSVT"]
sub_mix: "sub25100"
pa_mix: "defpa"
name: "[% my_run.workload.mechanism_mix %]-[% my_run.workload.sub_mix %]-[% my_run.workload.pa_mix %]"
rep:
$FACTOR$: [0, 1, 2, 3, 4]
budget:
mode: $FACTOR$
# $FACTOR$: ["Fix", "Unlocking"]
ModeConfig:
Unlocking:
slack: $FACTOR$
# $FACTOR$: [0.0, 0.2, 0.4, 1.0]
wl_small_mem:
n_repetitions: 1
common_roles: [setup-cohere, data-setup]
host_types:
gurobi:
init_roles: [setup-gurobi]
n: 1
$CMD$: "[% my_run.cmd_simulation %]"
base_experiment:
gurobi_env: gurobi_4threads_2h.env
allocation:
$FACTOR$: ["dpk-gurobi"] # ["dpk-gurobi", "ilp"]
composition:
$FACTOR$: ["block-composition", "block-composition-pa"]
workload:
mechanism_mix:
$FACTOR$: [gm:GM, ml:SGD-PATE, mixed:GM-LM-RR-LSVT-SGD-PATE, basic:GM-LM-RR-LSVT]
except_filters:
- workload:
mechanism_mix: mixed:GM-LM-RR-LSVT-SGD-PATE
allocation: ilp
composition: block-composition-pa
- workload:
mechanism_mix: basic:GM-LM-RR-LSVT
allocation: ilp
composition: block-composition-pa
factor_levels:
- budget:
mode: "Fix"
ModeConfig:
Unlocking:
slack: ~ # ignored
- budget:
mode: "Unlocking"
ModeConfig:
Unlocking:
slack: 0.0
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 0.2
# NOTE: This config were already present in sp_workloads
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 0.4
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 0.6
- budget:
mode: "Unlocking"
ModeConfig:
Unlocking:
slack: 0.8
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 1.0
#wl_big_mem:
#
# n_repetitions: 1
# common_roles: [setup-cohere, data-setup]
# host_types:
# gurobi_long:
# init_roles: [setup-gurobi]
# n: 1
# $CMD$: "[% my_run.cmd_simulation %]"
#
# base_experiment:
# gurobi_env: gurobi_4threads_2h.env
#
# allocation: "ilp"
# composition: "block-composition-pa"
#
# workload:
# mechanism_mix:
# $FACTOR$: ["mixed:GM-LM-RR-LSVT-SGD-PATE", "basic:GM-LM-RR-LSVT"]
#
# factor_levels:
# - budget:
# mode: "Fix"
# ModeConfig:
# Unlocking:
# slack: ~ # ignored
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 0.0
## NOTE: These configs were already present in sp_workloads
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 0.2
## - budget:
## mode: "Unlocking"
## ModeConfig:
## Unlocking:
## slack: 0.4
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 0.6
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 0.8
# - budget:
# mode: "Unlocking"
# ModeConfig:
# Unlocking:
# slack: 1.0
#
$ETL$:
overview:
experiments: "*"
extractors:
ErrorInfoExtractor: {}
IgnoreExtractor:
file_regex: [round_request_summary.csv, runtime_log.csv, round_log.csv, stats.json, all_blocks.json, all_requests.json, stdout.log, gurobi.log, gen_history_.*, request_log.csv]
YamlExtractor:
file_regex: [runtime_info.yaml]
transformers: []
loaders:
WarningLoader:
cols: ["$FACTORS$", "wall_time", "max_rss"]
warning_col: "error"