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Stat_util changes for TierFuse + TierSelect #44

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d8c6e76
Change log level of a few heavy loggers to DEBUG
Mar 9, 2026
8eeba58
Attempt 1 at computing stat_util for the trainer's whole dataset
gdadlaney Mar 9, 2026
143baf5
Fix log level updation in trainer & aggregator
Mar 10, 2026
3fb1e14
Merge branch 'dg-fork-main' into dev/stat_util
Mar 10, 2026
e8d8d64
Temp commit to delete which has the run for PARTIAL & FULL stat util
Mar 14, 2026
b9b2d8a
Fix OORT selection logic & verified it by logging at the aactual valu…
Mar 16, 2026
58869a5
Introducing a change to always avoid exploring in the common case of …
gdadlaney Mar 16, 2026
714d37f
Add log to calculate stats across different selectors. Also, remove h…
gdadlaney Mar 17, 2026
649b3e4
Add log to view trainer involvement & trainer distribution
Mar 17, 2026
c6f1e95
Add 90% avail config
Mar 17, 2026
8af08d1
Add p1 & p5 to the logs
Mar 17, 2026
1598e55
Merge branch 'fix/oort_calculation' into dev/stat_util
Mar 17, 2026
a682bb6
Turned off client notify
Mar 17, 2026
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3 changes: 2 additions & 1 deletion lib/python/.gitignore
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Original file line number Diff line number Diff line change
Expand Up @@ -8,4 +8,5 @@ flame.egg-info
data
wandb

examples/fwdllm/expts/run_tc_expts/mpi_host_file
examples/fwdllm/expts/run_tc_expts/mpi_host_file
lib/python/examples/fwdllm/expts/run_tc_expts/mpi_host_file
2 changes: 1 addition & 1 deletion lib/python/examples/async_cifar10/aggregator/pytorch/main.py
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Expand Up @@ -124,7 +124,7 @@ def __init__(
)
self.trainer_event_dict = None
if (
self.track_trainer_avail["enabled"]
self.track_trainer_avail["enabled"] != None
and self.track_trainer_avail["type"] == "ORACULAR"
):
self.trainer_event_dict = self.read_trainer_unavailability(
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8 changes: 4 additions & 4 deletions lib/python/examples/fwdllm/aggregator/fl_main.py
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Expand Up @@ -83,15 +83,15 @@ def post_complete_message(tc_args):
parser.add_argument("--log_level", type=str, default="INFO", required=False)
args = parser.parse_args()

logger.setLevel(args.log_level)
logger.setLevel(args.log_level.upper())
config = Config(args.config)
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")

# customize the log format
logging.basicConfig(
level=logging._nameToLevel[args.log_level],
format="%(process)s %(asctime)s.%(msecs)03d - {%(module)s.py (%(lineno)d)} - %(funcName)s(): %(message)s",
datefmt="%Y-%m-%d,%H:%M:%S",
level=logging._nameToLevel[args.log_level.upper()],
format="%(asctime)s | %(filename)s:%(lineno)d | %(levelname)s | %(threadName)s | %(funcName)s | %(message)s",
force=True,
)
logger.info(config)
set_seed(config.hyperparameters.manual_seed)
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6 changes: 3 additions & 3 deletions lib/python/examples/fwdllm/expts/run_tc_expts/fedavg_main_tc.py
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Expand Up @@ -62,9 +62,9 @@ def post_complete_message(tc_args):

# customize the log format
logging.basicConfig(
level=logging.INFO,
format="%(process)s %(asctime)s.%(msecs)03d - {%(module)s.py (%(lineno)d)} - %(funcName)s(): %(message)s",
datefmt="%Y-%m-%d,%H:%M:%S",
level=getattr(logging, getattr(args, "log_level", "INFO").upper(), logging.INFO),
format="%(asctime)s | %(filename)s:%(lineno)d | %(levelname)s | %(threadName)s | %(funcName)s | %(message)s",
force=True,
)
logging.info(args)

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16 changes: 9 additions & 7 deletions lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/aggregator.json
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Expand Up @@ -82,8 +82,8 @@
"client_num_in_total": 0,
"warmup_ratio": 0,
"trackTrainerAvail": {
"enabled": "False",
"type": "NONE",
"enabled": "True",
"type": "ORACULAR",
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"aggGoal": 10,
Expand Down Expand Up @@ -111,8 +111,8 @@
"aggGoal": 10,
"evalGoalFactor": 0,
"selectType": "default",
"roundNudgeType": "last_eval",
"minInitialTrainers": 10,
"roundNudgeType": "last_train",
"minInitialTrainers": 50,
"k": 10,
"is_async": true
}
Expand All @@ -123,10 +123,12 @@
"use_oort_lr": "True",
"dataset_name": "google-speech",
"agg_rate_conf": {
"type": "old",
"scale": 1.0,
"type": "new",
"scale": 0.0,
"a_exp": 0.2,
"b_exp": 0.25
"b_exp": 0.25,
"alpha_type": "polynomial",
"beta_type": "exponential"
}
}
},
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_0.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (335119, 'AVL_TRAIN'), (338559, 'UN_AVL'), (345589, 'AVL_TRAIN'), (345593, 'UN_AVL'), (345607, 'AVL_TRAIN'), (348282, 'UN_AVL'), (385856, 'AVL_TRAIN'), (388120, 'UN_AVL'), (390794, 'AVL_TRAIN'), (393354, 'UN_AVL'), (398433, 'AVL_TRAIN'), (400757, 'UN_AVL')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_1.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1053, 'AVL_TRAIN'), (7162, 'UN_AVL'), (25536, 'AVL_TRAIN'), (28540, 'UN_AVL'), (41113, 'AVL_TRAIN'), (46728, 'UN_AVL'), (46729, 'AVL_TRAIN'), (49430, 'UN_AVL'), (82393, 'AVL_TRAIN'), (82416, 'UN_AVL'), (82418, 'AVL_TRAIN'), (82771, 'UN_AVL'), (82773, 'AVL_TRAIN'), (85462, 'UN_AVL'), (85464, 'AVL_TRAIN'), (87018, 'UN_AVL'), (87019, 'AVL_TRAIN'), (87422, 'UN_AVL'), (87424, 'AVL_TRAIN'), (87593, 'UN_AVL'), (87593, 'AVL_TRAIN'), (87603, 'UN_AVL'), (87881, 'AVL_TRAIN'), (87942, 'UN_AVL'), (87986, 'AVL_TRAIN'), (88540, 'UN_AVL'), (88678, 'AVL_TRAIN'), (88944, 'UN_AVL'), (90360, 'AVL_TRAIN'), (90381, 'UN_AVL'), (99745, 'AVL_TRAIN'), (100257, 'UN_AVL'), (100258, 'AVL_TRAIN'), (100557, 'UN_AVL'), (100558, 'AVL_TRAIN'), (104033, 'UN_AVL'), (104048, 'AVL_TRAIN'), (105450, 'UN_AVL'), (105741, 'AVL_TRAIN'), (107180, 'UN_AVL'), (109017, 'AVL_TRAIN'), (112236, 'UN_AVL'), (112236, 'AVL_TRAIN'), (136022, 'UN_AVL'), (164156, 'AVL_TRAIN'), (164594, 'UN_AVL'), (164651, 'AVL_TRAIN'), (166084, 'UN_AVL'), (173372, 'AVL_TRAIN'), (179115, 'UN_AVL'), (190676, 'AVL_TRAIN'), (214769, 'UN_AVL'), (214770, 'AVL_TRAIN'), (214773, 'UN_AVL'), (236404, 'AVL_TRAIN'), (238132, 'UN_AVL'), (240851, 'AVL_TRAIN'), (240936, 'UN_AVL'), (240975, 'AVL_TRAIN'), (247016, 'UN_AVL'), (261220, 'AVL_TRAIN'), (261795, 'UN_AVL'), (261795, 'AVL_TRAIN'), (264001, 'UN_AVL'), (264002, 'AVL_TRAIN'), (264003, 'UN_AVL'), (305427, 'AVL_TRAIN'), (310176, 'UN_AVL'), (310210, 'AVL_TRAIN'), (310213, 'UN_AVL'), (310765, 'AVL_TRAIN'), (312095, 'UN_AVL'), (312095, 'AVL_TRAIN'), (312105, 'UN_AVL'), (317629, 'AVL_TRAIN'), (317635, 'UN_AVL'), (317636, 'AVL_TRAIN'), (317637, 'UN_AVL'), (317637, 'AVL_TRAIN'), (317638, 'UN_AVL'), (317638, 'AVL_TRAIN'), (317639, 'UN_AVL'), (317639, 'AVL_TRAIN'), (317642, 'UN_AVL'), (317642, 'AVL_TRAIN'), (317645, 'UN_AVL'), (317647, 'AVL_TRAIN'), (317659, 'UN_AVL'), (317678, 'AVL_TRAIN'), (318323, 'UN_AVL'), (336461, 'AVL_TRAIN'), (341841, 'UN_AVL'), (341846, 'AVL_TRAIN'), (341992, 'UN_AVL'), (342694, 'AVL_TRAIN'), (344375, 'UN_AVL'), (346579, 'AVL_TRAIN'), (347263, 'UN_AVL'), (364184, 'AVL_TRAIN'), (364887, 'UN_AVL'), (386041, 'AVL_TRAIN'), (394420, 'UN_AVL'), (421325, 'AVL_TRAIN'), (425216, 'UN_AVL'), (425217, 'AVL_TRAIN'), (425541, 'UN_AVL'), (425542, 'AVL_TRAIN'), (425543, 'UN_AVL'), (434131, 'AVL_TRAIN'), (435716, 'UN_AVL'), (435720, 'AVL_TRAIN'), (438737, 'UN_AVL'), (472426, 'AVL_TRAIN'), (473276, 'UN_AVL'), (473287, 'AVL_TRAIN'), (474779, 'UN_AVL'), (475599, 'AVL_TRAIN'), (478630, 'UN_AVL'), (481838, 'AVL_TRAIN'), (481859, 'UN_AVL')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_10.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (62636, 'AVL_TRAIN'), (71903, 'UN_AVL'), (156109, 'AVL_TRAIN'), (164237, 'UN_AVL'), (189998, 'AVL_TRAIN'), (191541, 'UN_AVL'), (191547, 'AVL_TRAIN'), (191550, 'UN_AVL'), (191876, 'AVL_TRAIN'), (204944, 'UN_AVL'), (204947, 'AVL_TRAIN'), (205073, 'UN_AVL'), (205077, 'AVL_TRAIN'), (205079, 'UN_AVL'), (205376, 'AVL_TRAIN'), (205381, 'UN_AVL'), (205386, 'AVL_TRAIN'), (205425, 'UN_AVL'), (205428, 'AVL_TRAIN'), (205640, 'UN_AVL'), (205644, 'AVL_TRAIN'), (205651, 'UN_AVL'), (210583, 'AVL_TRAIN'), (223064, 'UN_AVL')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_100.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
Expand Down
2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_101.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_102.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_103.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_104.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_105.json
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Expand Up @@ -89,7 +89,7 @@
"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
"client_notify": {
"enabled": "False",
"trace": "syn_0"
"trace": "avl_events_syn_train_90_eval_10_unavail_0"
},
"wait_until_next_avl": "True",
"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_106.json
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"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
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"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_107.json
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"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_108.json
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"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_109.json
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"avl_events_mobiperf_2st": "[(0, 'AVL_TRAIN'), (300, 'UN_AVL'), (1757, 'AVL_TRAIN'), (2266, 'UN_AVL'), (75638, 'AVL_TRAIN'), (76263, 'UN_AVL'), (77006, 'AVL_TRAIN'), (78334, 'UN_AVL'), (78346, 'AVL_TRAIN'), (78405, 'UN_AVL'), (78406, 'AVL_TRAIN'), (78543, 'UN_AVL'), (78549, 'AVL_TRAIN'), (79377, 'UN_AVL'), (79379, 'AVL_TRAIN'), (79486, 'UN_AVL'), (79495, 'AVL_TRAIN'), (79791, 'UN_AVL'), (79796, 'AVL_TRAIN'), (80059, 'UN_AVL'), (80071, 'AVL_TRAIN'), (80937, 'UN_AVL'), (80967, 'AVL_TRAIN'), (80978, 'UN_AVL'), (80979, 'AVL_TRAIN'), (81195, 'UN_AVL'), (81206, 'AVL_TRAIN'), (85845, 'UN_AVL'), (86392, 'AVL_TRAIN'), (87189, 'UN_AVL'), (89364, 'AVL_TRAIN'), (89365, 'UN_AVL'), (102534, 'AVL_TRAIN'), (124202, 'UN_AVL'), (168151, 'AVL_TRAIN'), (168659, 'UN_AVL'), (168714, 'AVL_TRAIN'), (169183, 'UN_AVL'), (170940, 'AVL_TRAIN'), (171086, 'UN_AVL'), (172784, 'AVL_TRAIN')]",
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2 changes: 1 addition & 1 deletion lib/python/examples/fwdllm/expts/run_tc_expts/json_scripts/trainer_11.json
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"avl_events_syn_0": "[(0, 'AVL_TRAIN')]",
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