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This commit is contained in:
Sergio Jimenez Jimenez
2026-01-19 13:00:08 +01:00
parent 458ff5d831
commit 8bc3b38d46
13 changed files with 1063 additions and 661 deletions
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2
src/paddle_ocr/docker-compose.gpu-registry.yml
View File

@@ -17,6 +17,8 @@ services:
environment:
- PYTHONUNBUFFERED=1
- CUDA_VISIBLE_DEVICES=0
- PADDLE_DET_MODEL=PP-OCRv5_mobile_det
- PADDLE_REC_MODEL=PP-OCRv5_mobile_rec
deploy:
resources:
reservations:

81
src/raytune_ocr.py
View File

@@ -16,34 +16,57 @@ from ray import tune
from ray.tune.search.optuna import OptunaSearch
def check_workers(ports: List[int], service_name: str = "OCR") -> List[str]:
def check_workers(
ports: List[int],
service_name: str = "OCR",
timeout: int = 180,
interval: int = 5,
) -> List[str]:
"""
Verify workers are running and return healthy URLs.
Wait for workers to be fully ready (model + dataset loaded) and return healthy URLs.
Args:
ports: List of port numbers to check
service_name: Name for error messages
timeout: Max seconds to wait for each worker
interval: Seconds between retries
Returns:
List of healthy worker URLs
Raises:
RuntimeError if no healthy workers found
RuntimeError if no healthy workers found after timeout
"""
import time
worker_urls = [f"http://localhost:{port}" for port in ports]
healthy_workers = []
for url in worker_urls:
try:
health = requests.get(f"{url}/health", timeout=10).json()
if health.get('status') == 'ok' and health.get('model_loaded'):
healthy_workers.append(url)
gpu = health.get('gpu_name', 'CPU')
print(f"✓ {url}: {health['status']} ({gpu})")
else:
print(f"✗ {url}: not ready yet")
except requests.exceptions.ConnectionError:
print(f"✗ {url}: not reachable")
print(f"Waiting for {url}...")
start = time.time()
while time.time() - start < timeout:
try:
health = requests.get(f"{url}/health", timeout=10).json()
model_ok = health.get('model_loaded', False)
dataset_ok = health.get('dataset_loaded', False)
if health.get('status') == 'ok' and model_ok:
gpu = health.get('gpu_name', 'CPU')
print(f"✓ {url}: ready ({gpu})")
healthy_workers.append(url)
break
elapsed = int(time.time() - start)
print(f" [{elapsed}s] model={model_ok}")
except requests.exceptions.RequestException:
elapsed = int(time.time() - start)
print(f" [{elapsed}s] not reachable")
time.sleep(interval)
else:
print(f"✗ {url}: timeout after {timeout}s")
if not healthy_workers:
raise RuntimeError(
@@ -51,7 +74,7 @@ def check_workers(ports: List[int], service_name: str = "OCR") -> List[str]:
f"Checked ports: {ports}"
)
print(f"\n{len(healthy_workers)}/{len(worker_urls)} workers ready")
print(f"\n{len(healthy_workers)}/{len(worker_urls)} workers ready\n")
return healthy_workers
@@ -218,8 +241,8 @@ def correlation_analysis(df: pd.DataFrame, param_keys: List[str]) -> None:
# OCR-specific payload functions
# =============================================================================
def paddle_ocr_payload(config: Dict, start_page: int = 5, end_page: int = 10, save_output: bool = False) -> Dict:
"""Create payload for PaddleOCR API."""
def paddle_ocr_payload(config: Dict) -> Dict:
"""Create payload for PaddleOCR API. Uses pages 5-10 (first doc) for tuning."""
return {
"pdf_folder": "/app/dataset",
"use_doc_orientation_classify": config.get("use_doc_orientation_classify", False),
@@ -229,14 +252,14 @@ def paddle_ocr_payload(config: Dict, start_page: int = 5, end_page: int = 10, sa
"text_det_box_thresh": config.get("text_det_box_thresh", 0.0),
"text_det_unclip_ratio": config.get("text_det_unclip_ratio", 1.5),
"text_rec_score_thresh": config.get("text_rec_score_thresh", 0.0),
"start_page": start_page,
"end_page": end_page,
"save_output": save_output,
"start_page": 5,
"end_page": 10,
"save_output": False,
}
def doctr_payload(config: Dict, start_page: int = 5, end_page: int = 10, save_output: bool = False) -> Dict:
"""Create payload for DocTR API."""
def doctr_payload(config: Dict) -> Dict:
"""Create payload for DocTR API. Uses pages 5-10 (first doc) for tuning."""
return {
"pdf_folder": "/app/dataset",
"assume_straight_pages": config.get("assume_straight_pages", True),
@@ -248,14 +271,14 @@ def doctr_payload(config: Dict, start_page: int = 5, end_page: int = 10, save_ou
"resolve_lines": config.get("resolve_lines", True),
"resolve_blocks": config.get("resolve_blocks", False),
"paragraph_break": config.get("paragraph_break", 0.035),
"start_page": start_page,
"end_page": end_page,
"save_output": save_output,
"start_page": 5,
"end_page": 10,
"save_output": False,
}
def easyocr_payload(config: Dict, start_page: int = 5, end_page: int = 10, save_output: bool = False) -> Dict:
"""Create payload for EasyOCR API."""
def easyocr_payload(config: Dict) -> Dict:
"""Create payload for EasyOCR API. Uses pages 5-10 (first doc) for tuning."""
return {
"pdf_folder": "/app/dataset",
"text_threshold": config.get("text_threshold", 0.7),
@@ -271,9 +294,9 @@ def easyocr_payload(config: Dict, start_page: int = 5, end_page: int = 10, save_
"decoder": config.get("decoder", "greedy"),
"beamWidth": config.get("beamWidth", 5),
"min_size": config.get("min_size", 10),
"start_page": start_page,
"end_page": end_page,
"save_output": save_output,
"start_page": 5,
"end_page": 10,
"save_output": False,
}

65
src/results/raytune_doctr_results_20260119_121445.csv Normal file
View File

@@ -0,0 +1,65 @@
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1 CER WER TIME PAGES TIME_PER_PAGE model_reinitialized worker timestamp checkpoint_dir_name done training_iteration trial_id date time_this_iter_s time_total_s pid hostname node_ip time_since_restore iterations_since_restore config/assume_straight_pages config/straighten_pages config/preserve_aspect_ratio config/symmetric_pad config/disable_page_orientation config/disable_crop_orientation config/resolve_lines config/resolve_blocks config/paragraph_break logdir
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10 0.7921346697142901 1.0545568452820837 5.68590521812439 5 0.7114005088806152 True http://localhost:8003 1768820889 False 1 fddb15d7 2026-01-19_12-08-09 5.691095352172852 5.691095352172852 170482 sergio-XPS-15-9500 192.168.1.5 5.691095352172852 1 True True False False False True True True 0.07145403499389562 fddb15d7
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0.09848790101332737,0.32483251468294605,10.20632028579712,5,1.9527865886688232,http://localhost:8002,1768819697,,False,1,1be1e7a5,2026-01-19_11-48-17,10.210542917251587,10.210542917251587,139116,sergio-XPS-15-9500,192.168.1.5,10.210542917251587,1,0.833246186868533,0.22457589994570235,0.32254503276757784,0.23399561843072308,0.30165921403980517,0.8658122652407174,0.47250440785836867,0.2238860017234068,0.1886386486304371,0.4576817046304348,greedy,3,10,1be1e7a5
0.4136569417819424,0.5311620590036745,14.170307874679565,5,2.746191930770874,http://localhost:8002,1768819714,,False,1,0746a065,2026-01-19_11-48-34,14.175411701202393,14.175411701202393,139318,sergio-XPS-15-9500,192.168.1.5,14.175411701202393,1,0.6782050871534447,0.22844595642210797,0.2858119663327552,0.0823237135063647,0.9612792593924089,0.665348992884313,0.8626670975336155,0.04300909760808497,0.270098820639789,0.45556228770798246,beamsearch,10,5,0746a065
0.4517379831360281,0.5799232118269153,15.184179544448853,5,2.9479862689971923,http://localhost:8002,1768819733,,False,1,ef6faf9d,2026-01-19_11-48-53,15.188986778259277,15.188986778259277,139517,sergio-XPS-15-9500,192.168.1.5,15.188986778259277,1,0.39558213831954714,0.5599422938176799,0.3313024647230755,0.11634655299660798,0.8823955834187702,0.6660518255567262,0.796016060076042,0.1299041367034449,0.2152856765400713,0.6606446175138574,beamsearch,10,10,ef6faf9d
0.0795526147054266,0.34016478642481734,11.83824896812439,5,2.2789079189300536,http://localhost:8002,1768819748,,False,1,e584ad1a,2026-01-19_11-49-08,11.842672109603882,11.842672109603882,139771,sergio-XPS-15-9500,192.168.1.5,11.842672109603882,1,0.521503445317256,0.5967505351644852,0.4313761698948889,0.18235873322120522,0.425714368894258,0.9959973340677325,0.7683261374584024,0.018826411104235885,0.09775666402707693,0.628476421820741,greedy,5,20,e584ad1a
0.09113684668662517,0.3330104965172591,13.415843725204468,5,2.595126819610596,http://localhost:8002,1768819765,,False,1,933eaf3b,2026-01-19_11-49-25,13.420702457427979,13.420702457427979,139980,sergio-XPS-15-9500,192.168.1.5,13.420702457427979,1,0.6841928895220837,0.4987357892894665,0.3892687916541862,0.013496416992424515,0.7313608327277628,0.30075189594812957,0.32892055287409155,0.2910230441279402,0.12231738001404545,0.6542796585827699,greedy,3,20,933eaf3b
0.07683542859531813,0.29422679092874626,12.476734638214111,5,2.407120943069458,http://localhost:8002,1768819781,,False,1,5cc050c0,2026-01-19_11-49-41,12.481242179870605,12.481242179870605,140188,sergio-XPS-15-9500,192.168.1.5,12.481242179870605,1,0.7076826224292139,0.4751142111109723,0.5719253650216765,0.20726075894486198,0.7574616804022614,0.48759940016947356,0.34266143931551063,0.18447732850058915,0.05055007965981624,0.5684478612561757,greedy,5,15,5cc050c0
0.06306661910327489,0.2898453031979762,11.470694541931152,5,2.2064542293548586,http://localhost:8002,1768819796,,False,1,d3c4733b,2026-01-19_11-49-56,11.4755117893219,11.4755117893219,140395,sergio-XPS-15-9500,192.168.1.5,11.4755117893219,1,0.6620107715544297,0.46192225302253637,0.5999869164872036,0.22619461913686095,0.5081500315391371,0.475339433636797,0.5106649520736647,0.18343269541739415,0.05344530818183559,0.5503520865389809,greedy,5,15,d3c4733b
0.062270483694448396,0.28136185456156826,11.204349517822266,5,2.1529050350189207,http://localhost:8002,1768819810,,False,1,b45ad82b,2026-01-19_11-50-10,11.209157705307007,11.209157705307007,140574,sergio-XPS-15-9500,192.168.1.5,11.209157705307007,1,0.5677170679516823,0.39248586783769635,0.5772785270028471,0.27599118000336537,0.5077328211777172,0.9804901966926808,0.4977991183990612,0.07239471385409058,0.1374763382905679,0.553666724679821,greedy,5,15,b45ad82b
0.05996048766984661,0.26719903989315885,10.76261305809021,5,2.0644459247589113,http://localhost:8002,1768819824,,False,1,8acf6ec9,2026-01-19_11-50-24,10.767472267150879,10.767472267150879,140781,sergio-XPS-15-9500,192.168.1.5,10.767472267150879,1,0.45865724369035377,0.3694009035940602,0.4151173065881186,0.2983365466960818,0.3631913446659816,0.9980863757691772,0.5845159135795941,0.0721946556655992,0.1459278780476781,0.694791501629087,greedy,5,5,8acf6ec9
0.06099161461125324,0.2731943754797238,10.691137313842773,5,2.049327087402344,http://localhost:8002,1768819838,,False,1,0551450f,2026-01-19_11-50-38,10.69617772102356,10.69617772102356,140969,sergio-XPS-15-9500,192.168.1.5,10.69617772102356,1,0.4402243626112622,0.3701488279313097,0.40203668237242685,0.2972046540464212,0.33871151213781014,0.8838165530603757,0.7081592028492127,0.0882537861188746,0.15672333775519132,0.701627303389235,greedy,10,5,0551450f
0.061099404730611595,0.2721280502767147,10.488921165466309,5,2.0086814403533935,http://localhost:8002,1768819852,,False,1,e740013a,2026-01-19_11-50-52,10.493494510650635,10.493494510650635,141174,sergio-XPS-15-9500,192.168.1.5,10.493494510650635,1,0.46435985811111974,0.34785224515762775,0.45493529224642276,0.29478569868586896,0.35587921159117397,0.8172744152107332,0.7122588321341333,0.0735916007360217,0.15982046838787856,0.7164721195205754,greedy,5,5,e740013a
0.062362858472938,0.272332407323177,10.604278802871704,5,2.034042978286743,http://localhost:8002,1768819866,,False,1,22c24728,2026-01-19_11-51-06,10.608573198318481,10.608573198318481,141340,sergio-XPS-15-9500,192.168.1.5,10.608573198318481,1,0.579678584169857,0.41597218340706976,0.4252016667747404,0.2679346252767811,0.34868781409745264,0.7747328556811077,0.5639686467419519,0.07445003550177257,0.16554473301217898,0.7073749357717483,greedy,10,5,22c24728
0.06215767332972164,0.2747475932624559,10.546220541000366,5,2.021405267715454,http://localhost:8002,1768819880,,False,1,d1b611a8,2026-01-19_11-51-20,10.550852060317993,10.550852060317993,141520,sergio-XPS-15-9500,192.168.1.5,10.550852060317993,1,0.4422199064362936,0.3610913124264453,0.512759066575697,0.25795910850742676,0.5611259808565064,0.9053873818686548,0.5976970185172742,0.003121661182585389,0.08700122299695832,0.6200011976268031,greedy,10,5,d1b611a8
0.06426741821045164,0.27754887165353204,10.526280164718628,5,2.017490863800049,http://localhost:8002,1768819894,,False,1,a1925725,2026-01-19_11-51-34,10.530900001525879,10.530900001525879,141685,sergio-XPS-15-9500,192.168.1.5,10.530900001525879,1,0.5079166883998535,0.44070967935910216,0.3555775923905935,0.2990878745571421,0.31120640343991984,0.9491605272601941,0.721432583570574,0.044062271648251126,0.1572631030161951,0.5962531429630691,greedy,5,5,a1925725
0.060448802280017165,0.2709457820432465,10.548709630966187,5,2.0212356567382814,http://localhost:8002,1768819907,,False,1,f6248ceb,2026-01-19_11-51-47,10.553314208984375,10.553314208984375,141848,sergio-XPS-15-9500,192.168.1.5,10.553314208984375,1,0.4717256039811322,0.36544351935053254,0.44547752189718304,0.29867816914798173,0.3833038520221923,0.8392790049435077,0.6924094072779299,0.0852529065561854,0.1544529445184886,0.7151769237673308,greedy,5,5,f6248ceb
0.061830952891847354,0.27643497142574114,10.458194017410278,5,2.00508770942688,http://localhost:8002,1768819921,,False,1,9408f008,2026-01-19_11-52-01,10.462894439697266,10.462894439697266,142026,sergio-XPS-15-9500,192.168.1.5,10.462894439697266,1,0.36151386422841214,0.3538388593453238,0.4559692019279934,0.258413183713029,0.39490484466097675,0.8743587585061078,0.7008339670509499,0.08528252345983173,0.1412514911085921,0.7102293742914433,greedy,5,5,9408f008
0.06426139507144008,0.27969442229397773,10.85228157043457,5,2.0829681873321535,http://localhost:8002,1768819935,,False,1,a0aa078a,2026-01-19_11-52-15,10.856995105743408,10.856995105743408,142190,sergio-XPS-15-9500,192.168.1.5,10.856995105743408,1,0.4624158086714028,0.42040393809756477,0.41520125659911294,0.29032442769565125,0.38480963688924097,0.745502857691457,0.5817045834292819,0.045692170174803245,0.17769522993714032,0.6933972538344093,greedy,5,5,a0aa078a
0.06269459198356074,0.27808950345890404,10.585867643356323,5,2.0289974212646484,http://localhost:8002,1768819949,,False,1,324be6ad,2026-01-19_11-52-29,10.590425252914429,10.590425252914429,142377,sergio-XPS-15-9500,192.168.1.5,10.590425252914429,1,0.39019467846190514,0.372308752898106,0.4640373077177259,0.20167201551181882,0.4408716269770253,0.8406520699713839,0.8098310920672391,0.1579316915947745,0.1384207575445601,0.7454573365368217,greedy,5,5,324be6ad
0.07959827118630344,0.2871382933960637,11.532482385635376,5,2.219746446609497,http://localhost:8002,1768819964,,False,1,e1c26fe1,2026-01-19_11-52-44,11.537264823913574,11.537264823913574,142538,sergio-XPS-15-9500,192.168.1.5,11.537264823913574,1,0.3090429790922413,0.33472186465221,0.39720817790586443,0.0041528793175236445,0.3025883785231392,0.9359865988554746,0.4208565345904826,0.09825579905606344,0.08933198214929214,0.5029113260048625,greedy,5,5,e1c26fe1
0.06153670825357198,0.2689836062793151,10.684980630874634,5,2.048065185546875,http://localhost:8002,1768819978,,False,1,871a2974,2026-01-19_11-52-58,10.689571142196655,10.689571142196655,142730,sergio-XPS-15-9500,192.168.1.5,10.689571142196655,1,0.6247643595063705,0.2700409637884238,0.523706372392991,0.26010593479118665,0.5419430667470642,0.8772489609968006,0.866157823298259,0.1525272090916175,0.23282983510183955,0.6005045065411087,greedy,10,5,871a2974
0.06673842132253202,0.2895430656572954,11.181420803070068,5,2.148970937728882,http://localhost:8002,1768819993,,False,1,5aaa2960,2026-01-19_11-53-13,11.186044454574585,11.186044454574585,142902,sergio-XPS-15-9500,192.168.1.5,11.186044454574585,1,0.5312313131533724,0.5274817776501124,0.36246508220473683,0.1487343581575564,0.3926538404095683,0.9516125555915751,0.6733549601019699,0.048249293092278434,0.11205800044575707,0.7992457276130864,greedy,7,5,5aaa2960
0.06397855317924395,0.27562926342642274,10.582021236419678,5,2.0291433334350586,http://localhost:8002,1768820006,,False,1,21bd3de3,2026-01-19_11-53-26,10.586687564849854,10.586687564849854,143089,sergio-XPS-15-9500,192.168.1.5,10.586687564849854,1,0.4768706082264196,0.4116856094728855,0.47401542881269365,0.24184252961783387,0.6689268585545911,0.7706602741028105,0.6152463359675456,0.02384590208270837,0.14958983968802692,0.6832923394286707,greedy,5,5,21bd3de3
0.05928688439040566,0.26340764235199676,10.82849907875061,5,2.0774466037750243,http://localhost:8002,1768820021,,False,1,1557acdd,2026-01-19_11-53-41,10.833132982254028,10.833132982254028,143248,sergio-XPS-15-9500,192.168.1.5,10.833132982254028,1,0.7552574004836203,0.44533911204124527,0.31397183762754305,0.2781958432695631,0.4971448247990278,0.702889696463513,0.5563365487128928,0.10957807143315677,0.1792808875596712,0.7431378339011148,greedy,3,5,1557acdd
0.05996751845943706,0.2656487417441341,11.046596050262451,5,2.1210866928100587,http://localhost:8002,1768820035,,False,1,23e5421b,2026-01-19_11-53-55,11.051404476165771,11.051404476165771,143435,sergio-XPS-15-9500,192.168.1.5,11.051404476165771,1,0.7718089675955625,0.4446379405494256,0.3019967059446066,0.27530868169916184,0.48775088657867727,0.7025268307300849,0.5457135094112008,0.10608020395503459,0.17680901565764098,0.7399221495601584,greedy,3,5,23e5421b
0.05943303923556994,0.2621136461900505,10.89347219467163,5,2.090515375137329,http://localhost:8002,1768820049,,False,1,4662a08f,2026-01-19_11-54-09,10.898061990737915,10.898061990737915,143626,sergio-XPS-15-9500,192.168.1.5,10.898061990737915,1,0.7655197786088256,0.4384608011311873,0.2900656349558717,0.2738896956339715,0.4897956878476248,0.7114900186099934,0.5392251925681772,0.11338377422440528,0.18288699118515803,0.7492268780264275,greedy,3,5,4662a08f
0.059764190418310784,0.26498596833223664,11.022373676300049,5,2.11647310256958,http://localhost:8002,1768820064,,False,1,8339cb3e,2026-01-19_11-54-24,11.026973724365234,11.026973724365234,143832,sergio-XPS-15-9500,192.168.1.5,11.026973724365234,1,0.7686099049266422,0.44630560025029414,0.2948219426310189,0.2727084952650962,0.49027990928339404,0.7249036670847477,0.5450468550932773,0.11187079599626384,0.18133138980677752,0.7495335565594098,greedy,3,5,8339cb3e
0.060684238278697525,0.26432483439151866,12.10981273651123,5,2.3338690757751466,http://localhost:8002,1768820079,,False,1,9c9cf542,2026-01-19_11-54-39,12.114561557769775,12.114561557769775,144014,sergio-XPS-15-9500,192.168.1.5,12.114561557769775,1,0.7532180802163942,0.5128327503981508,0.2570950665245929,0.21228601663917626,0.5702886327992472,0.5874866302046862,0.41605423922305346,0.1393125792842351,0.22050576617777679,0.7624824674521864,greedy,3,20,9c9cf542
0.08014581283242714,0.28932853882106035,10.766591310501099,5,2.0627391815185545,http://localhost:8002,1768820093,,False,1,7b99dc7d,2026-01-19_11-54-53,10.773411512374878,10.773411512374878,144217,sergio-XPS-15-9500,192.168.1.5,10.773411512374878,1,0.8900827816008225,0.43692605130405904,0.28299893768197637,0.25090796326354026,0.45116119804450994,0.7000835777935013,0.5311272120253014,0.10699302785038173,0.2904514002507723,0.7756605791225515,greedy,3,5,7b99dc7d
0.05998922172744085,0.26585145931941695,11.418177604675293,5,2.19525465965271,http://localhost:8002,1768820108,,False,1,889ff391,2026-01-19_11-55-08,11.422764301300049,11.422764301300049,144398,sergio-XPS-15-9500,192.168.1.5,11.422764301300049,1,0.7853225189675154,0.463910613321873,0.23698735272141672,0.27377548391814954,0.6121219754884698,0.551217667291872,0.43571381214714444,0.11657214266943153,0.18871141271799163,0.7335864533748023,greedy,3,5,889ff391
0.3537681802368841,0.4969864100911835,12.881014823913574,5,2.4865323543548583,http://localhost:8002,1768820124,,False,1,7e811d46,2026-01-19_11-55-24,12.88630223274231,12.88630223274231,144607,sergio-XPS-15-9500,192.168.1.5,12.88630223274231,1,0.7266484292255461,0.5415454213873866,0.3301145976622343,0.1865414523299046,0.47980014672018056,0.7370946863942303,0.6321175664041752,0.16199096365481883,0.24575549479858036,0.7988955477215958,beamsearch,3,5,7e811d46
0.08668141149396207,0.3195016810538794,12.23897933959961,5,2.3584585189819336,http://localhost:8002,1768820140,,False,1,aad8a433,2026-01-19_11-55-40,12.244789123535156,12.244789123535156,144837,sergio-XPS-15-9500,192.168.1.5,12.244789123535156,1,0.8890784877906777,0.49729149007901785,0.3022378793797936,0.15068002069309427,0.5217560545383055,0.6246570748018311,0.39540672252266484,0.06113992103803731,0.19740387526722958,0.6691724379280026,greedy,3,20,aad8a433
0.33039603802482187,0.4796702224046533,12.4546537399292,5,2.4026978492736815,http://localhost:8002,1768820156,,False,1,512657a2,2026-01-19_11-55-56,12.45941162109375,12.45941162109375,145063,sergio-XPS-15-9500,192.168.1.5,12.45941162109375,1,0.6232362282312066,0.3918712695091323,0.2051294768906529,0.23628755351196915,0.5886422425865593,0.3680701363856915,0.45704649890130883,0.1172561016305299,0.17265532433475142,0.7657720890343414,beamsearch,3,5,512657a2
0.06198201775009295,0.2639318510923077,10.336721420288086,5,1.9784754753112792,http://localhost:8002,1768820170,,False,1,1da2591c,2026-01-19_11-56-10,10.341253757476807,10.341253757476807,145258,sergio-XPS-15-9500,192.168.1.5,10.341253757476807,1,0.7945748814752798,0.3074609198039082,0.3512850377909583,0.2803387165565871,0.676034214318366,0.5425759112229473,0.4977769366841911,0.1405039691690697,0.18414358174506226,0.6495146967256282,greedy,3,10,1da2591c
0.23930652997356217,0.4047803085409988,13.96639633178711,5,2.70588903427124,http://localhost:8002,1768820187,,False,1,1fc76c61,2026-01-19_11-56-27,13.971062898635864,13.971062898635864,145448,sergio-XPS-15-9500,192.168.1.5,13.971062898635864,1,0.7298730667959007,0.43128174897306926,0.37543194001483676,0.033557047235571416,0.4227439352044997,0.6369762315598249,0.5720837980668902,0.16989421299763682,0.20357556846664004,0.33606535760084727,beamsearch,7,15,1fc76c61
0.05916457749009331,0.2603697639812623,10.936553001403809,5,2.099363851547241,http://localhost:8002,1768820201,,False,1,466fabc4,2026-01-19_11-56-41,10.941264390945435,10.941264390945435,145657,sergio-XPS-15-9500,192.168.1.5,10.941264390945435,1,0.7646655943554652,0.4496059489020273,0.3037692280282893,0.27820217212001197,0.4796795208364998,0.7118325937653041,0.5413221047834652,0.10120472780313837,0.16953835385986285,0.7373278953886837,greedy,3,5,466fabc4
0.06262277504663857,0.2680984132847148,10.939441919326782,5,2.099300193786621,http://localhost:8002,1768820216,,False,1,1d6d1749,2026-01-19_11-56-56,10.943971633911133,10.943971633911133,145853,sergio-XPS-15-9500,192.168.1.5,10.943971633911133,1,0.8234354899576677,0.4593995267054814,0.27033008042371826,0.24452223445450588,0.44951347701495115,0.6907896319414741,0.5324461272026295,0.1235467025491428,0.12932778883432983,0.7317188726093867,greedy,3,5,1d6d1749
0.05970784035209096,0.258759438956101,10.990158319473267,5,2.1104721069335937,http://localhost:8002,1768820230,,False,1,c82e12e9,2026-01-19_11-57-10,10.994841575622559,10.994841575622559,146026,sergio-XPS-15-9500,192.168.1.5,10.994841575622559,1,0.7435671290019616,0.4902723579691337,0.31030673207841203,0.2821781420999702,0.4743635349095276,0.7868678535393907,0.6534237946773291,0.09810216733901932,0.18818934557100567,0.769000804122876,greedy,3,5,c82e12e9
0.07399781605809005,0.2901757233837255,11.241674661636353,5,2.159311056137085,http://localhost:8002,1768820245,,False,1,dc4b8ad0,2026-01-19_11-57-25,11.246280431747437,11.246280431747437,146227,sergio-XPS-15-9500,192.168.1.5,11.246280431747437,1,0.8635855881513506,0.5679840217648511,0.3108576081126515,0.26596438861226535,0.4736117661041297,0.7935405923179888,0.6568791745253106,0.09852706108769861,0.22110037713279163,0.7726420509771701,greedy,3,5,dc4b8ad0
0.059443757821647306,0.2652742693642366,10.932884454727173,5,2.0979042530059813,http://localhost:8002,1768820259,,False,1,dd5c1aa0,2026-01-19_11-57-39,10.937772035598755,10.937772035598755,146415,sergio-XPS-15-9500,192.168.1.5,10.937772035598755,1,0.7497851211362265,0.49340285442914233,0.24486518704295845,0.22169705261942863,0.5344290231994961,0.7343738246174152,0.6273279588084633,0.1401353190181211,0.19391335447188496,0.751931055711065,greedy,3,10,dd5c1aa0
0.33905839374179186,0.46681630291244874,11.817269086837769,5,2.2754374027252195,http://localhost:8002,1768820274,,False,1,3e431bbc,2026-01-19_11-57-54,11.822028636932373,11.822028636932373,146609,sergio-XPS-15-9500,192.168.1.5,11.822028636932373,1,0.7409469255126825,0.486311604635016,0.2426683920471307,0.22749653812474147,0.5339818816411395,0.7675880896677424,0.6136943680830941,0.22201604923294813,0.2076143561269635,0.7773645815175689,beamsearch,3,10,3e431bbc
0.06022704320482961,0.26313388102560387,10.998746633529663,5,2.1118124961853026,http://localhost:8002,1768820288,,False,1,156758d9,2026-01-19_11-58-08,11.003510475158691,11.003510475158691,146797,sergio-XPS-15-9500,192.168.1.5,11.003510475158691,1,0.6958655352045846,0.5130811270234237,0.3398685649368741,0.281609671843136,0.6188171051225511,0.6619539249830828,0.7621944146375241,0.13722873492512194,0.19541317596404653,0.724668083186668,greedy,3,10,156758d9
0.0619061941971184,0.2666708599391416,10.721810817718506,5,2.0556752681732178,http://localhost:8002,1768820303,,False,1,98b752e7,2026-01-19_11-58-23,10.726754426956177,10.726754426956177,146994,sergio-XPS-15-9500,192.168.1.5,10.726754426956177,1,0.8065507370753903,0.479579558894321,0.2710803109658562,0.2200369611680297,0.562424006392253,0.6785297866543542,0.6428102120307683,0.17361026837711904,0.25222880963797256,0.6816772979912098,greedy,3,10,98b752e7
0.060772000212913825,0.2693655727035526,11.828697204589844,5,2.276572847366333,http://localhost:8002,1768820318,,False,1,b76fb991,2026-01-19_11-58-38,11.833409070968628,11.833409070968628,147173,sergio-XPS-15-9500,192.168.1.5,11.833409070968628,1,0.6588562181986706,0.5057274333487476,0.21185595176486843,0.2530909139222912,0.6525256193586906,0.8104014913294882,0.4815502590805036,0.13014894080011688,0.16940039157653397,0.7552923776175787,greedy,3,10,b76fb991
0.07314038576784788,0.3150308431474841,12.541530132293701,5,2.420142650604248,http://localhost:8002,1768820334,,False,1,2cddab16,2026-01-19_11-58-54,12.546295404434204,12.546295404434204,147391,sergio-XPS-15-9500,192.168.1.5,12.546295404434204,1,0.8467938317793842,0.5454167229484307,0.31221025364961774,0.19484970751487457,0.7101321488954703,0.6066858622923857,0.3883609000553786,0.09428410179254802,0.23303430823510501,0.5028771950032019,greedy,3,20,2cddab16
0.061126787276099506,0.2754658344456032,12.830697536468506,5,2.4755293846130373,http://localhost:8002,1768820350,,False,1,c5e9c336,2026-01-19_11-59-10,12.835358381271362,12.835358381271362,147587,sergio-XPS-15-9500,192.168.1.5,12.835358381271362,1,0.7742942276856887,0.45602451871204075,0.2906132981749209,0.28249790167048744,0.49285375099310735,0.7281704754203927,0.30136076169570813,0.11215186859095508,0.18604751676297107,0.7485499894558536,greedy,3,10,c5e9c336
0.059864794050619355,0.2672736064749025,11.629220485687256,5,2.235791301727295,http://localhost:8002,1768820365,,False,1,4746a594,2026-01-19_11-59-25,11.634002208709717,11.634002208709717,147814,sergio-XPS-15-9500,192.168.1.5,11.634002208709717,1,0.7600341581312108,0.4856987064104726,0.25429745004407167,0.23782684371695748,0.5171294186553896,0.7199868218813051,0.5150852975917685,0.1466645033310691,0.21110091695829342,0.7887741773568971,greedy,3,15,4746a594
0.059687361636187354,0.25915782844539953,10.77558970451355,5,2.0677656650543215,http://localhost:8002,1768820379,,False,1,914de1fb,2026-01-19_11-59-39,10.780381202697754,10.780381202697754,148016,sergio-XPS-15-9500,192.168.1.5,10.780381202697754,1,0.7206799644549393,0.4038298181079831,0.22829349882480535,0.26704100913427425,0.40874625247425306,0.7422689086598406,0.5495893868854069,0.1269079072494077,0.1907921420998867,0.7564991275004229,greedy,3,5,914de1fb
0.05944052289142775,0.2603006035896063,11.235510110855103,5,2.1587305068969727,http://localhost:8002,1768820394,,False,1,67d86f75,2026-01-19_11-59-54,11.240439653396606,11.240439653396606,148208,sergio-XPS-15-9500,192.168.1.5,11.240439653396606,1,0.7181780900634192,0.40619737782309295,0.23858930971427372,0.17036711251144926,0.41028051751847794,0.7619291987754846,0.5944586460638401,0.12680370752155648,0.19408677869066687,0.7340530830475422,greedy,3,5,67d86f75
0.05864527764234886,0.2576966365837255,10.711666345596313,5,2.054002857208252,http://localhost:8002,1768820408,,False,1,ec233275,2026-01-19_12-00-08,10.71644115447998,10.71644115447998,148394,sergio-XPS-15-9500,192.168.1.5,10.71644115447998,1,0.7119912570829008,0.4067353312041748,0.22290482686450167,0.13876386837316096,0.4216785745225061,0.7449060175492836,0.6189859060561754,0.12837536724587273,0.16720360936555814,0.6490148035375993,greedy,7,5,ec233275
0.058352281456512646,0.26325850918850957,10.756606340408325,5,2.0632463455200196,http://localhost:8002,1768820422,,False,1,1b85472e,2026-01-19_12-00-22,10.761056900024414,10.761056900024414,148589,sergio-XPS-15-9500,192.168.1.5,10.761056900024414,1,0.6647184009064185,0.42466969296752816,0.21838222053573686,0.1629305080861391,0.7994293119091709,0.6436655189392679,0.6065310919737225,0.14619053351152517,0.1671131734904739,0.6416317933607728,greedy,7,10,1b85472e
0.3660240439441647,0.4947236362577508,13.107557773590088,5,2.53425874710083,http://localhost:8002,1768820439,,False,1,c50724c2,2026-01-19_12-00-39,13.112190961837769,13.112190961837769,148777,sergio-XPS-15-9500,192.168.1.5,13.112190961837769,1,0.6634068628046286,0.4221917610956251,0.22391772412866445,0.1502086057528373,0.7842640466327674,0.6529205282440211,0.5966980952588006,0.18574462350804272,0.16077183234622805,0.6422206751727608,beamsearch,7,5,c50724c2
0.062152982639591625,0.27540347582693964,10.558995485305786,5,2.022567129135132,http://localhost:8002,1768820452,,False,1,881d9f45,2026-01-19_12-00-52,10.563637018203735,10.563637018203735,148992,sergio-XPS-15-9500,192.168.1.5,10.563637018203735,1,0.6346549144056921,0.3809145239465362,0.2823575989757486,0.1284614307850303,0.8067091565131851,0.8337121990108658,0.567787249051487,0.20829411872710996,0.16721474316062188,0.6282852294207945,greedy,7,5,881d9f45
0.05856626938126275,0.2581712321259471,10.876498222351074,5,2.087088108062744,http://localhost:8002,1768820467,,False,1,48fc43e4,2026-01-19_12-01-07,10.88118314743042,10.88118314743042,149163,sergio-XPS-15-9500,192.168.1.5,10.88118314743042,1,0.7042086976838686,0.4025170289737934,0.2160231541556799,0.16549335913941385,0.8858930429274254,0.6801565065140187,0.6745339610780225,0.08262987034261617,0.13360114059916128,0.5889319630704115,greedy,7,15,48fc43e4
0.05976448758711881,0.2592269888370555,10.979224681854248,5,2.107044887542725,http://localhost:8002,1768820481,,False,1,652caf77,2026-01-19_12-01-21,10.983993291854858,10.983993291854858,149348,sergio-XPS-15-9500,192.168.1.5,10.983993291854858,1,0.6988387104713508,0.4289552511338064,0.2166071100318819,0.08342333197598858,0.8547499849878485,0.6078156114278425,0.6796871899662313,0.0591502474857241,0.14761325178795806,0.5982026862890478,greedy,7,15,652caf77
0.059133090191924254,0.2616872288695368,10.93423843383789,5,2.0975637912750242,http://localhost:8002,1768820495,,False,1,2e85880b,2026-01-19_12-01-35,10.93894910812378,10.93894910812378,149544,sergio-XPS-15-9500,192.168.1.5,10.93894910812378,1,0.6774988511926161,0.4026304656490138,0.20196424213945063,0.16637061772902026,0.9069000290827862,0.6717917525978443,0.607813099351824,0.08607375284532315,0.12816482122073206,0.5836410965708964,greedy,7,15,2e85880b
0.058834943191146474,0.258064666499282,10.712863683700562,5,2.055108594894409,http://localhost:8002,1768820509,,False,1,08c06d24,2026-01-19_12-01-49,10.71783971786499,10.71783971786499,149716,sergio-XPS-15-9500,192.168.1.5,10.71783971786499,1,0.676761107149889,0.3948167640336808,0.20446373408896712,0.1252645275302706,0.928745330628802,0.6772167484136661,0.728934789581864,0.07948320492885358,0.12455482683154301,0.5820049881076059,greedy,7,15,08c06d24
0.05934167210765926,0.26507859745022083,10.722304821014404,5,2.0554207801818847,http://localhost:8002,1768820524,,False,1,b3f45b00,2026-01-19_12-02-04,10.727020978927612,10.727020978927612,149910,sergio-XPS-15-9500,192.168.1.5,10.727020978927612,1,0.6791241480460476,0.38507960399360586,0.2008675489682369,0.13136654102633838,0.9452093699034901,0.6808870002862947,0.7451721898503598,0.08065678907057289,0.11084582244266457,0.5764033974919818,greedy,7,15,b3f45b00
1 CER WER TIME PAGES TIME_PER_PAGE worker timestamp checkpoint_dir_name done training_iteration trial_id date time_this_iter_s time_total_s pid hostname node_ip time_since_restore iterations_since_restore config/text_threshold config/low_text config/link_threshold config/slope_ths config/ycenter_ths config/height_ths config/width_ths config/add_margin config/contrast_ths config/adjust_contrast config/decoder config/beamWidth config/min_size logdir
2 0.3871430382852802 0.5182750384528632 19.13978934288025 5 3.7033697605133056 http://localhost:8002 1768819587 False 1 0ba51edc 2026-01-19_11-46-27 19.150158882141113 19.150158882141113 137518 sergio-XPS-15-9500 192.168.1.5 19.150158882141113 1 0.5066472683346976 0.3124874041155775 0.2640094851170725 0.11369463817649797 0.47012928436448354 0.7140749654136573 0.643133477191141 0.11910600147231132 0.2722183833676177 0.7684200450221536 beamsearch 3 20 0ba51edc
3 0.062223201197885825 0.26399044299206303 11.377342224121094 5 2.1752953052520754 http://localhost:8002 1768819602 False 1 c2ddb294 2026-01-19_11-46-42 11.383038759231567 11.383038759231567 137840 sergio-XPS-15-9500 192.168.1.5 11.383038759231567 1 0.4175797290692802 0.5963231402122613 0.36874666681089985 0.223680908941245 0.459921344533471 0.9160307499007694 0.9279619232072562 0.12298366234684793 0.11516147921112997 0.6668263919581685 greedy 10 20 c2ddb294
4 0.39700544361882206 0.5264527267179566 12.552152156829834 5 2.4208834171295166 http://localhost:8002 1768819617 False 1 e82ff347 2026-01-19_11-46-57 12.557852029800415 12.557852029800415 138037 sergio-XPS-15-9500 192.168.1.5 12.557852029800415 1 0.8540537965666715 0.294588934626999 0.5092574060096554 0.2836712766196415 0.6190202697962148 0.810073297090729 0.955177616687997 0.10497968516826324 0.20957208332268756 0.7475085753710696 beamsearch 7 10 e82ff347
5 0.07781775834482615 0.3051087241758982 12.261723279953003 5 2.362420177459717 http://localhost:8002 1768819633 False 1 532bade0 2026-01-19_11-47-13 12.265946626663208 12.265946626663208 138237 sergio-XPS-15-9500 192.168.1.5 12.265946626663208 1 0.8141250315590343 0.479912630164245 0.2027669826029772 0.11444262905063128 0.7404783620983263 0.301871563170945 0.35514852924629375 0.27832075427107744 0.2643837228077205 0.7950403527209229 greedy 3 10 532bade0
6 0.3487860557598165 0.5005453336802469 12.705831289291382 5 2.4508751392364503 http://localhost:8002 1768819649 False 1 7d15d320 2026-01-19_11-47-29 12.712336301803589 12.712336301803589 138464 sergio-XPS-15-9500 192.168.1.5 12.712336301803589 1 0.3225669850847642 0.2716721665537871 0.26115345621898345 0.2438651926519595 0.6194544051054931 0.5792394844360738 0.4710319694788726 0.13213212713543926 0.1990327712555196 0.3304729155445536 beamsearch 7 10 7d15d320
7 0.3356719522269469 0.47356787280835055 13.11896562576294 5 2.5329070568084715 http://localhost:8002 1768819666 False 1 9d244107 2026-01-19_11-47-46 13.124910593032837 13.124910593032837 138659 sergio-XPS-15-9500 192.168.1.5 13.124910593032837 1 0.34889752108886873 0.39007345640142954 0.22641510809759163 0.17907271838822 0.8644844159597871 0.6275871303293161 0.9722853596788665 0.25555008849029126 0.20043175984558798 0.7707927516030697 beamsearch 7 10 9d244107
8 0.2742112621871928 0.43639473613327356 13.743902206420898 5 2.6569590091705324 http://localhost:8002 1768819683 False 1 f160d61d 2026-01-19_11-48-03 13.750498533248901 13.750498533248901 138904 sergio-XPS-15-9500 192.168.1.5 13.750498533248901 1 0.8392454366146391 0.3155621572041812 0.4873405945675176 0.08582733675720434 0.9790121644393985 0.4062417762545848 0.6466326123022476 0.19715070089301498 0.23503015353761492 0.41517636715917056 beamsearch 10 15 f160d61d
9 0.09848790101332737 0.32483251468294605 10.20632028579712 5 1.9527865886688232 http://localhost:8002 1768819697 False 1 1be1e7a5 2026-01-19_11-48-17 10.210542917251587 10.210542917251587 139116 sergio-XPS-15-9500 192.168.1.5 10.210542917251587 1 0.833246186868533 0.22457589994570235 0.32254503276757784 0.23399561843072308 0.30165921403980517 0.8658122652407174 0.47250440785836867 0.2238860017234068 0.1886386486304371 0.4576817046304348 greedy 3 10 1be1e7a5
10 0.4136569417819424 0.5311620590036745 14.170307874679565 5 2.746191930770874 http://localhost:8002 1768819714 False 1 0746a065 2026-01-19_11-48-34 14.175411701202393 14.175411701202393 139318 sergio-XPS-15-9500 192.168.1.5 14.175411701202393 1 0.6782050871534447 0.22844595642210797 0.2858119663327552 0.0823237135063647 0.9612792593924089 0.665348992884313 0.8626670975336155 0.04300909760808497 0.270098820639789 0.45556228770798246 beamsearch 10 5 0746a065
11 0.4517379831360281 0.5799232118269153 15.184179544448853 5 2.9479862689971923 http://localhost:8002 1768819733 False 1 ef6faf9d 2026-01-19_11-48-53 15.188986778259277 15.188986778259277 139517 sergio-XPS-15-9500 192.168.1.5 15.188986778259277 1 0.39558213831954714 0.5599422938176799 0.3313024647230755 0.11634655299660798 0.8823955834187702 0.6660518255567262 0.796016060076042 0.1299041367034449 0.2152856765400713 0.6606446175138574 beamsearch 10 10 ef6faf9d
12 0.0795526147054266 0.34016478642481734 11.83824896812439 5 2.2789079189300536 http://localhost:8002 1768819748 False 1 e584ad1a 2026-01-19_11-49-08 11.842672109603882 11.842672109603882 139771 sergio-XPS-15-9500 192.168.1.5 11.842672109603882 1 0.521503445317256 0.5967505351644852 0.4313761698948889 0.18235873322120522 0.425714368894258 0.9959973340677325 0.7683261374584024 0.018826411104235885 0.09775666402707693 0.628476421820741 greedy 5 20 e584ad1a
13 0.09113684668662517 0.3330104965172591 13.415843725204468 5 2.595126819610596 http://localhost:8002 1768819765 False 1 933eaf3b 2026-01-19_11-49-25 13.420702457427979 13.420702457427979 139980 sergio-XPS-15-9500 192.168.1.5 13.420702457427979 1 0.6841928895220837 0.4987357892894665 0.3892687916541862 0.013496416992424515 0.7313608327277628 0.30075189594812957 0.32892055287409155 0.2910230441279402 0.12231738001404545 0.6542796585827699 greedy 3 20 933eaf3b
14 0.07683542859531813 0.29422679092874626 12.476734638214111 5 2.407120943069458 http://localhost:8002 1768819781 False 1 5cc050c0 2026-01-19_11-49-41 12.481242179870605 12.481242179870605 140188 sergio-XPS-15-9500 192.168.1.5 12.481242179870605 1 0.7076826224292139 0.4751142111109723 0.5719253650216765 0.20726075894486198 0.7574616804022614 0.48759940016947356 0.34266143931551063 0.18447732850058915 0.05055007965981624 0.5684478612561757 greedy 5 15 5cc050c0
15 0.06306661910327489 0.2898453031979762 11.470694541931152 5 2.2064542293548586 http://localhost:8002 1768819796 False 1 d3c4733b 2026-01-19_11-49-56 11.4755117893219 11.4755117893219 140395 sergio-XPS-15-9500 192.168.1.5 11.4755117893219 1 0.6620107715544297 0.46192225302253637 0.5999869164872036 0.22619461913686095 0.5081500315391371 0.475339433636797 0.5106649520736647 0.18343269541739415 0.05344530818183559 0.5503520865389809 greedy 5 15 d3c4733b
16 0.062270483694448396 0.28136185456156826 11.204349517822266 5 2.1529050350189207 http://localhost:8002 1768819810 False 1 b45ad82b 2026-01-19_11-50-10 11.209157705307007 11.209157705307007 140574 sergio-XPS-15-9500 192.168.1.5 11.209157705307007 1 0.5677170679516823 0.39248586783769635 0.5772785270028471 0.27599118000336537 0.5077328211777172 0.9804901966926808 0.4977991183990612 0.07239471385409058 0.1374763382905679 0.553666724679821 greedy 5 15 b45ad82b
17 0.05996048766984661 0.26719903989315885 10.76261305809021 5 2.0644459247589113 http://localhost:8002 1768819824 False 1 8acf6ec9 2026-01-19_11-50-24 10.767472267150879 10.767472267150879 140781 sergio-XPS-15-9500 192.168.1.5 10.767472267150879 1 0.45865724369035377 0.3694009035940602 0.4151173065881186 0.2983365466960818 0.3631913446659816 0.9980863757691772 0.5845159135795941 0.0721946556655992 0.1459278780476781 0.694791501629087 greedy 5 5 8acf6ec9
18 0.06099161461125324 0.2731943754797238 10.691137313842773 5 2.049327087402344 http://localhost:8002 1768819838 False 1 0551450f 2026-01-19_11-50-38 10.69617772102356 10.69617772102356 140969 sergio-XPS-15-9500 192.168.1.5 10.69617772102356 1 0.4402243626112622 0.3701488279313097 0.40203668237242685 0.2972046540464212 0.33871151213781014 0.8838165530603757 0.7081592028492127 0.0882537861188746 0.15672333775519132 0.701627303389235 greedy 10 5 0551450f
19 0.061099404730611595 0.2721280502767147 10.488921165466309 5 2.0086814403533935 http://localhost:8002 1768819852 False 1 e740013a 2026-01-19_11-50-52 10.493494510650635 10.493494510650635 141174 sergio-XPS-15-9500 192.168.1.5 10.493494510650635 1 0.46435985811111974 0.34785224515762775 0.45493529224642276 0.29478569868586896 0.35587921159117397 0.8172744152107332 0.7122588321341333 0.0735916007360217 0.15982046838787856 0.7164721195205754 greedy 5 5 e740013a
20 0.062362858472938 0.272332407323177 10.604278802871704 5 2.034042978286743 http://localhost:8002 1768819866 False 1 22c24728 2026-01-19_11-51-06 10.608573198318481 10.608573198318481 141340 sergio-XPS-15-9500 192.168.1.5 10.608573198318481 1 0.579678584169857 0.41597218340706976 0.4252016667747404 0.2679346252767811 0.34868781409745264 0.7747328556811077 0.5639686467419519 0.07445003550177257 0.16554473301217898 0.7073749357717483 greedy 10 5 22c24728
21 0.06215767332972164 0.2747475932624559 10.546220541000366 5 2.021405267715454 http://localhost:8002 1768819880 False 1 d1b611a8 2026-01-19_11-51-20 10.550852060317993 10.550852060317993 141520 sergio-XPS-15-9500 192.168.1.5 10.550852060317993 1 0.4422199064362936 0.3610913124264453 0.512759066575697 0.25795910850742676 0.5611259808565064 0.9053873818686548 0.5976970185172742 0.003121661182585389 0.08700122299695832 0.6200011976268031 greedy 10 5 d1b611a8
22 0.06426741821045164 0.27754887165353204 10.526280164718628 5 2.017490863800049 http://localhost:8002 1768819894 False 1 a1925725 2026-01-19_11-51-34 10.530900001525879 10.530900001525879 141685 sergio-XPS-15-9500 192.168.1.5 10.530900001525879 1 0.5079166883998535 0.44070967935910216 0.3555775923905935 0.2990878745571421 0.31120640343991984 0.9491605272601941 0.721432583570574 0.044062271648251126 0.1572631030161951 0.5962531429630691 greedy 5 5 a1925725
23 0.060448802280017165 0.2709457820432465 10.548709630966187 5 2.0212356567382814 http://localhost:8002 1768819907 False 1 f6248ceb 2026-01-19_11-51-47 10.553314208984375 10.553314208984375 141848 sergio-XPS-15-9500 192.168.1.5 10.553314208984375 1 0.4717256039811322 0.36544351935053254 0.44547752189718304 0.29867816914798173 0.3833038520221923 0.8392790049435077 0.6924094072779299 0.0852529065561854 0.1544529445184886 0.7151769237673308 greedy 5 5 f6248ceb
24 0.061830952891847354 0.27643497142574114 10.458194017410278 5 2.00508770942688 http://localhost:8002 1768819921 False 1 9408f008 2026-01-19_11-52-01 10.462894439697266 10.462894439697266 142026 sergio-XPS-15-9500 192.168.1.5 10.462894439697266 1 0.36151386422841214 0.3538388593453238 0.4559692019279934 0.258413183713029 0.39490484466097675 0.8743587585061078 0.7008339670509499 0.08528252345983173 0.1412514911085921 0.7102293742914433 greedy 5 5 9408f008
25 0.06426139507144008 0.27969442229397773 10.85228157043457 5 2.0829681873321535 http://localhost:8002 1768819935 False 1 a0aa078a 2026-01-19_11-52-15 10.856995105743408 10.856995105743408 142190 sergio-XPS-15-9500 192.168.1.5 10.856995105743408 1 0.4624158086714028 0.42040393809756477 0.41520125659911294 0.29032442769565125 0.38480963688924097 0.745502857691457 0.5817045834292819 0.045692170174803245 0.17769522993714032 0.6933972538344093 greedy 5 5 a0aa078a
26 0.06269459198356074 0.27808950345890404 10.585867643356323 5 2.0289974212646484 http://localhost:8002 1768819949 False 1 324be6ad 2026-01-19_11-52-29 10.590425252914429 10.590425252914429 142377 sergio-XPS-15-9500 192.168.1.5 10.590425252914429 1 0.39019467846190514 0.372308752898106 0.4640373077177259 0.20167201551181882 0.4408716269770253 0.8406520699713839 0.8098310920672391 0.1579316915947745 0.1384207575445601 0.7454573365368217 greedy 5 5 324be6ad
27 0.07959827118630344 0.2871382933960637 11.532482385635376 5 2.219746446609497 http://localhost:8002 1768819964 False 1 e1c26fe1 2026-01-19_11-52-44 11.537264823913574 11.537264823913574 142538 sergio-XPS-15-9500 192.168.1.5 11.537264823913574 1 0.3090429790922413 0.33472186465221 0.39720817790586443 0.0041528793175236445 0.3025883785231392 0.9359865988554746 0.4208565345904826 0.09825579905606344 0.08933198214929214 0.5029113260048625 greedy 5 5 e1c26fe1
28 0.06153670825357198 0.2689836062793151 10.684980630874634 5 2.048065185546875 http://localhost:8002 1768819978 False 1 871a2974 2026-01-19_11-52-58 10.689571142196655 10.689571142196655 142730 sergio-XPS-15-9500 192.168.1.5 10.689571142196655 1 0.6247643595063705 0.2700409637884238 0.523706372392991 0.26010593479118665 0.5419430667470642 0.8772489609968006 0.866157823298259 0.1525272090916175 0.23282983510183955 0.6005045065411087 greedy 10 5 871a2974
29 0.06673842132253202 0.2895430656572954 11.181420803070068 5 2.148970937728882 http://localhost:8002 1768819993 False 1 5aaa2960 2026-01-19_11-53-13 11.186044454574585 11.186044454574585 142902 sergio-XPS-15-9500 192.168.1.5 11.186044454574585 1 0.5312313131533724 0.5274817776501124 0.36246508220473683 0.1487343581575564 0.3926538404095683 0.9516125555915751 0.6733549601019699 0.048249293092278434 0.11205800044575707 0.7992457276130864 greedy 7 5 5aaa2960
30 0.06397855317924395 0.27562926342642274 10.582021236419678 5 2.0291433334350586 http://localhost:8002 1768820006 False 1 21bd3de3 2026-01-19_11-53-26 10.586687564849854 10.586687564849854 143089 sergio-XPS-15-9500 192.168.1.5 10.586687564849854 1 0.4768706082264196 0.4116856094728855 0.47401542881269365 0.24184252961783387 0.6689268585545911 0.7706602741028105 0.6152463359675456 0.02384590208270837 0.14958983968802692 0.6832923394286707 greedy 5 5 21bd3de3
31 0.05928688439040566 0.26340764235199676 10.82849907875061 5 2.0774466037750243 http://localhost:8002 1768820021 False 1 1557acdd 2026-01-19_11-53-41 10.833132982254028 10.833132982254028 143248 sergio-XPS-15-9500 192.168.1.5 10.833132982254028 1 0.7552574004836203 0.44533911204124527 0.31397183762754305 0.2781958432695631 0.4971448247990278 0.702889696463513 0.5563365487128928 0.10957807143315677 0.1792808875596712 0.7431378339011148 greedy 3 5 1557acdd
32 0.05996751845943706 0.2656487417441341 11.046596050262451 5 2.1210866928100587 http://localhost:8002 1768820035 False 1 23e5421b 2026-01-19_11-53-55 11.051404476165771 11.051404476165771 143435 sergio-XPS-15-9500 192.168.1.5 11.051404476165771 1 0.7718089675955625 0.4446379405494256 0.3019967059446066 0.27530868169916184 0.48775088657867727 0.7025268307300849 0.5457135094112008 0.10608020395503459 0.17680901565764098 0.7399221495601584 greedy 3 5 23e5421b
33 0.05943303923556994 0.2621136461900505 10.89347219467163 5 2.090515375137329 http://localhost:8002 1768820049 False 1 4662a08f 2026-01-19_11-54-09 10.898061990737915 10.898061990737915 143626 sergio-XPS-15-9500 192.168.1.5 10.898061990737915 1 0.7655197786088256 0.4384608011311873 0.2900656349558717 0.2738896956339715 0.4897956878476248 0.7114900186099934 0.5392251925681772 0.11338377422440528 0.18288699118515803 0.7492268780264275 greedy 3 5 4662a08f
34 0.059764190418310784 0.26498596833223664 11.022373676300049 5 2.11647310256958 http://localhost:8002 1768820064 False 1 8339cb3e 2026-01-19_11-54-24 11.026973724365234 11.026973724365234 143832 sergio-XPS-15-9500 192.168.1.5 11.026973724365234 1 0.7686099049266422 0.44630560025029414 0.2948219426310189 0.2727084952650962 0.49027990928339404 0.7249036670847477 0.5450468550932773 0.11187079599626384 0.18133138980677752 0.7495335565594098 greedy 3 5 8339cb3e
35 0.060684238278697525 0.26432483439151866 12.10981273651123 5 2.3338690757751466 http://localhost:8002 1768820079 False 1 9c9cf542 2026-01-19_11-54-39 12.114561557769775 12.114561557769775 144014 sergio-XPS-15-9500 192.168.1.5 12.114561557769775 1 0.7532180802163942 0.5128327503981508 0.2570950665245929 0.21228601663917626 0.5702886327992472 0.5874866302046862 0.41605423922305346 0.1393125792842351 0.22050576617777679 0.7624824674521864 greedy 3 20 9c9cf542
36 0.08014581283242714 0.28932853882106035 10.766591310501099 5 2.0627391815185545 http://localhost:8002 1768820093 False 1 7b99dc7d 2026-01-19_11-54-53 10.773411512374878 10.773411512374878 144217 sergio-XPS-15-9500 192.168.1.5 10.773411512374878 1 0.8900827816008225 0.43692605130405904 0.28299893768197637 0.25090796326354026 0.45116119804450994 0.7000835777935013 0.5311272120253014 0.10699302785038173 0.2904514002507723 0.7756605791225515 greedy 3 5 7b99dc7d
37 0.05998922172744085 0.26585145931941695 11.418177604675293 5 2.19525465965271 http://localhost:8002 1768820108 False 1 889ff391 2026-01-19_11-55-08 11.422764301300049 11.422764301300049 144398 sergio-XPS-15-9500 192.168.1.5 11.422764301300049 1 0.7853225189675154 0.463910613321873 0.23698735272141672 0.27377548391814954 0.6121219754884698 0.551217667291872 0.43571381214714444 0.11657214266943153 0.18871141271799163 0.7335864533748023 greedy 3 5 889ff391
38 0.3537681802368841 0.4969864100911835 12.881014823913574 5 2.4865323543548583 http://localhost:8002 1768820124 False 1 7e811d46 2026-01-19_11-55-24 12.88630223274231 12.88630223274231 144607 sergio-XPS-15-9500 192.168.1.5 12.88630223274231 1 0.7266484292255461 0.5415454213873866 0.3301145976622343 0.1865414523299046 0.47980014672018056 0.7370946863942303 0.6321175664041752 0.16199096365481883 0.24575549479858036 0.7988955477215958 beamsearch 3 5 7e811d46
39 0.08668141149396207 0.3195016810538794 12.23897933959961 5 2.3584585189819336 http://localhost:8002 1768820140 False 1 aad8a433 2026-01-19_11-55-40 12.244789123535156 12.244789123535156 144837 sergio-XPS-15-9500 192.168.1.5 12.244789123535156 1 0.8890784877906777 0.49729149007901785 0.3022378793797936 0.15068002069309427 0.5217560545383055 0.6246570748018311 0.39540672252266484 0.06113992103803731 0.19740387526722958 0.6691724379280026 greedy 3 20 aad8a433
40 0.33039603802482187 0.4796702224046533 12.4546537399292 5 2.4026978492736815 http://localhost:8002 1768820156 False 1 512657a2 2026-01-19_11-55-56 12.45941162109375 12.45941162109375 145063 sergio-XPS-15-9500 192.168.1.5 12.45941162109375 1 0.6232362282312066 0.3918712695091323 0.2051294768906529 0.23628755351196915 0.5886422425865593 0.3680701363856915 0.45704649890130883 0.1172561016305299 0.17265532433475142 0.7657720890343414 beamsearch 3 5 512657a2
41 0.06198201775009295 0.2639318510923077 10.336721420288086 5 1.9784754753112792 http://localhost:8002 1768820170 False 1 1da2591c 2026-01-19_11-56-10 10.341253757476807 10.341253757476807 145258 sergio-XPS-15-9500 192.168.1.5 10.341253757476807 1 0.7945748814752798 0.3074609198039082 0.3512850377909583 0.2803387165565871 0.676034214318366 0.5425759112229473 0.4977769366841911 0.1405039691690697 0.18414358174506226 0.6495146967256282 greedy 3 10 1da2591c
42 0.23930652997356217 0.4047803085409988 13.96639633178711 5 2.70588903427124 http://localhost:8002 1768820187 False 1 1fc76c61 2026-01-19_11-56-27 13.971062898635864 13.971062898635864 145448 sergio-XPS-15-9500 192.168.1.5 13.971062898635864 1 0.7298730667959007 0.43128174897306926 0.37543194001483676 0.033557047235571416 0.4227439352044997 0.6369762315598249 0.5720837980668902 0.16989421299763682 0.20357556846664004 0.33606535760084727 beamsearch 7 15 1fc76c61
43 0.05916457749009331 0.2603697639812623 10.936553001403809 5 2.099363851547241 http://localhost:8002 1768820201 False 1 466fabc4 2026-01-19_11-56-41 10.941264390945435 10.941264390945435 145657 sergio-XPS-15-9500 192.168.1.5 10.941264390945435 1 0.7646655943554652 0.4496059489020273 0.3037692280282893 0.27820217212001197 0.4796795208364998 0.7118325937653041 0.5413221047834652 0.10120472780313837 0.16953835385986285 0.7373278953886837 greedy 3 5 466fabc4
44 0.06262277504663857 0.2680984132847148 10.939441919326782 5 2.099300193786621 http://localhost:8002 1768820216 False 1 1d6d1749 2026-01-19_11-56-56 10.943971633911133 10.943971633911133 145853 sergio-XPS-15-9500 192.168.1.5 10.943971633911133 1 0.8234354899576677 0.4593995267054814 0.27033008042371826 0.24452223445450588 0.44951347701495115 0.6907896319414741 0.5324461272026295 0.1235467025491428 0.12932778883432983 0.7317188726093867 greedy 3 5 1d6d1749
45 0.05970784035209096 0.258759438956101 10.990158319473267 5 2.1104721069335937 http://localhost:8002 1768820230 False 1 c82e12e9 2026-01-19_11-57-10 10.994841575622559 10.994841575622559 146026 sergio-XPS-15-9500 192.168.1.5 10.994841575622559 1 0.7435671290019616 0.4902723579691337 0.31030673207841203 0.2821781420999702 0.4743635349095276 0.7868678535393907 0.6534237946773291 0.09810216733901932 0.18818934557100567 0.769000804122876 greedy 3 5 c82e12e9
46 0.07399781605809005 0.2901757233837255 11.241674661636353 5 2.159311056137085 http://localhost:8002 1768820245 False 1 dc4b8ad0 2026-01-19_11-57-25 11.246280431747437 11.246280431747437 146227 sergio-XPS-15-9500 192.168.1.5 11.246280431747437 1 0.8635855881513506 0.5679840217648511 0.3108576081126515 0.26596438861226535 0.4736117661041297 0.7935405923179888 0.6568791745253106 0.09852706108769861 0.22110037713279163 0.7726420509771701 greedy 3 5 dc4b8ad0
47 0.059443757821647306 0.2652742693642366 10.932884454727173 5 2.0979042530059813 http://localhost:8002 1768820259 False 1 dd5c1aa0 2026-01-19_11-57-39 10.937772035598755 10.937772035598755 146415 sergio-XPS-15-9500 192.168.1.5 10.937772035598755 1 0.7497851211362265 0.49340285442914233 0.24486518704295845 0.22169705261942863 0.5344290231994961 0.7343738246174152 0.6273279588084633 0.1401353190181211 0.19391335447188496 0.751931055711065 greedy 3 10 dd5c1aa0
48 0.33905839374179186 0.46681630291244874 11.817269086837769 5 2.2754374027252195 http://localhost:8002 1768820274 False 1 3e431bbc 2026-01-19_11-57-54 11.822028636932373 11.822028636932373 146609 sergio-XPS-15-9500 192.168.1.5 11.822028636932373 1 0.7409469255126825 0.486311604635016 0.2426683920471307 0.22749653812474147 0.5339818816411395 0.7675880896677424 0.6136943680830941 0.22201604923294813 0.2076143561269635 0.7773645815175689 beamsearch 3 10 3e431bbc
49 0.06022704320482961 0.26313388102560387 10.998746633529663 5 2.1118124961853026 http://localhost:8002 1768820288 False 1 156758d9 2026-01-19_11-58-08 11.003510475158691 11.003510475158691 146797 sergio-XPS-15-9500 192.168.1.5 11.003510475158691 1 0.6958655352045846 0.5130811270234237 0.3398685649368741 0.281609671843136 0.6188171051225511 0.6619539249830828 0.7621944146375241 0.13722873492512194 0.19541317596404653 0.724668083186668 greedy 3 10 156758d9
50 0.0619061941971184 0.2666708599391416 10.721810817718506 5 2.0556752681732178 http://localhost:8002 1768820303 False 1 98b752e7 2026-01-19_11-58-23 10.726754426956177 10.726754426956177 146994 sergio-XPS-15-9500 192.168.1.5 10.726754426956177 1 0.8065507370753903 0.479579558894321 0.2710803109658562 0.2200369611680297 0.562424006392253 0.6785297866543542 0.6428102120307683 0.17361026837711904 0.25222880963797256 0.6816772979912098 greedy 3 10 98b752e7
51 0.060772000212913825 0.2693655727035526 11.828697204589844 5 2.276572847366333 http://localhost:8002 1768820318 False 1 b76fb991 2026-01-19_11-58-38 11.833409070968628 11.833409070968628 147173 sergio-XPS-15-9500 192.168.1.5 11.833409070968628 1 0.6588562181986706 0.5057274333487476 0.21185595176486843 0.2530909139222912 0.6525256193586906 0.8104014913294882 0.4815502590805036 0.13014894080011688 0.16940039157653397 0.7552923776175787 greedy 3 10 b76fb991
52 0.07314038576784788 0.3150308431474841 12.541530132293701 5 2.420142650604248 http://localhost:8002 1768820334 False 1 2cddab16 2026-01-19_11-58-54 12.546295404434204 12.546295404434204 147391 sergio-XPS-15-9500 192.168.1.5 12.546295404434204 1 0.8467938317793842 0.5454167229484307 0.31221025364961774 0.19484970751487457 0.7101321488954703 0.6066858622923857 0.3883609000553786 0.09428410179254802 0.23303430823510501 0.5028771950032019 greedy 3 20 2cddab16
53 0.061126787276099506 0.2754658344456032 12.830697536468506 5 2.4755293846130373 http://localhost:8002 1768820350 False 1 c5e9c336 2026-01-19_11-59-10 12.835358381271362 12.835358381271362 147587 sergio-XPS-15-9500 192.168.1.5 12.835358381271362 1 0.7742942276856887 0.45602451871204075 0.2906132981749209 0.28249790167048744 0.49285375099310735 0.7281704754203927 0.30136076169570813 0.11215186859095508 0.18604751676297107 0.7485499894558536 greedy 3 10 c5e9c336
54 0.059864794050619355 0.2672736064749025 11.629220485687256 5 2.235791301727295 http://localhost:8002 1768820365 False 1 4746a594 2026-01-19_11-59-25 11.634002208709717 11.634002208709717 147814 sergio-XPS-15-9500 192.168.1.5 11.634002208709717 1 0.7600341581312108 0.4856987064104726 0.25429745004407167 0.23782684371695748 0.5171294186553896 0.7199868218813051 0.5150852975917685 0.1466645033310691 0.21110091695829342 0.7887741773568971 greedy 3 15 4746a594
55 0.059687361636187354 0.25915782844539953 10.77558970451355 5 2.0677656650543215 http://localhost:8002 1768820379 False 1 914de1fb 2026-01-19_11-59-39 10.780381202697754 10.780381202697754 148016 sergio-XPS-15-9500 192.168.1.5 10.780381202697754 1 0.7206799644549393 0.4038298181079831 0.22829349882480535 0.26704100913427425 0.40874625247425306 0.7422689086598406 0.5495893868854069 0.1269079072494077 0.1907921420998867 0.7564991275004229 greedy 3 5 914de1fb
56 0.05944052289142775 0.2603006035896063 11.235510110855103 5 2.1587305068969727 http://localhost:8002 1768820394 False 1 67d86f75 2026-01-19_11-59-54 11.240439653396606 11.240439653396606 148208 sergio-XPS-15-9500 192.168.1.5 11.240439653396606 1 0.7181780900634192 0.40619737782309295 0.23858930971427372 0.17036711251144926 0.41028051751847794 0.7619291987754846 0.5944586460638401 0.12680370752155648 0.19408677869066687 0.7340530830475422 greedy 3 5 67d86f75
57 0.05864527764234886 0.2576966365837255 10.711666345596313 5 2.054002857208252 http://localhost:8002 1768820408 False 1 ec233275 2026-01-19_12-00-08 10.71644115447998 10.71644115447998 148394 sergio-XPS-15-9500 192.168.1.5 10.71644115447998 1 0.7119912570829008 0.4067353312041748 0.22290482686450167 0.13876386837316096 0.4216785745225061 0.7449060175492836 0.6189859060561754 0.12837536724587273 0.16720360936555814 0.6490148035375993 greedy 7 5 ec233275
58 0.058352281456512646 0.26325850918850957 10.756606340408325 5 2.0632463455200196 http://localhost:8002 1768820422 False 1 1b85472e 2026-01-19_12-00-22 10.761056900024414 10.761056900024414 148589 sergio-XPS-15-9500 192.168.1.5 10.761056900024414 1 0.6647184009064185 0.42466969296752816 0.21838222053573686 0.1629305080861391 0.7994293119091709 0.6436655189392679 0.6065310919737225 0.14619053351152517 0.1671131734904739 0.6416317933607728 greedy 7 10 1b85472e
59 0.3660240439441647 0.4947236362577508 13.107557773590088 5 2.53425874710083 http://localhost:8002 1768820439 False 1 c50724c2 2026-01-19_12-00-39 13.112190961837769 13.112190961837769 148777 sergio-XPS-15-9500 192.168.1.5 13.112190961837769 1 0.6634068628046286 0.4221917610956251 0.22391772412866445 0.1502086057528373 0.7842640466327674 0.6529205282440211 0.5966980952588006 0.18574462350804272 0.16077183234622805 0.6422206751727608 beamsearch 7 5 c50724c2
60 0.062152982639591625 0.27540347582693964 10.558995485305786 5 2.022567129135132 http://localhost:8002 1768820452 False 1 881d9f45 2026-01-19_12-00-52 10.563637018203735 10.563637018203735 148992 sergio-XPS-15-9500 192.168.1.5 10.563637018203735 1 0.6346549144056921 0.3809145239465362 0.2823575989757486 0.1284614307850303 0.8067091565131851 0.8337121990108658 0.567787249051487 0.20829411872710996 0.16721474316062188 0.6282852294207945 greedy 7 5 881d9f45
61 0.05856626938126275 0.2581712321259471 10.876498222351074 5 2.087088108062744 http://localhost:8002 1768820467 False 1 48fc43e4 2026-01-19_12-01-07 10.88118314743042 10.88118314743042 149163 sergio-XPS-15-9500 192.168.1.5 10.88118314743042 1 0.7042086976838686 0.4025170289737934 0.2160231541556799 0.16549335913941385 0.8858930429274254 0.6801565065140187 0.6745339610780225 0.08262987034261617 0.13360114059916128 0.5889319630704115 greedy 7 15 48fc43e4
62 0.05976448758711881 0.2592269888370555 10.979224681854248 5 2.107044887542725 http://localhost:8002 1768820481 False 1 652caf77 2026-01-19_12-01-21 10.983993291854858 10.983993291854858 149348 sergio-XPS-15-9500 192.168.1.5 10.983993291854858 1 0.6988387104713508 0.4289552511338064 0.2166071100318819 0.08342333197598858 0.8547499849878485 0.6078156114278425 0.6796871899662313 0.0591502474857241 0.14761325178795806 0.5982026862890478 greedy 7 15 652caf77
63 0.059133090191924254 0.2616872288695368 10.93423843383789 5 2.0975637912750242 http://localhost:8002 1768820495 False 1 2e85880b 2026-01-19_12-01-35 10.93894910812378 10.93894910812378 149544 sergio-XPS-15-9500 192.168.1.5 10.93894910812378 1 0.6774988511926161 0.4026304656490138 0.20196424213945063 0.16637061772902026 0.9069000290827862 0.6717917525978443 0.607813099351824 0.08607375284532315 0.12816482122073206 0.5836410965708964 greedy 7 15 2e85880b
64 0.058834943191146474 0.258064666499282 10.712863683700562 5 2.055108594894409 http://localhost:8002 1768820509 False 1 08c06d24 2026-01-19_12-01-49 10.71783971786499 10.71783971786499 149716 sergio-XPS-15-9500 192.168.1.5 10.71783971786499 1 0.676761107149889 0.3948167640336808 0.20446373408896712 0.1252645275302706 0.928745330628802 0.6772167484136661 0.728934789581864 0.07948320492885358 0.12455482683154301 0.5820049881076059 greedy 7 15 08c06d24
65 0.05934167210765926 0.26507859745022083 10.722304821014404 5 2.0554207801818847 http://localhost:8002 1768820524 False 1 b3f45b00 2026-01-19_12-02-04 10.727020978927612 10.727020978927612 149910 sergio-XPS-15-9500 192.168.1.5 10.727020978927612 1 0.6791241480460476 0.38507960399360586 0.2008675489682369 0.13136654102633838 0.9452093699034901 0.6808870002862947 0.7451721898503598 0.08065678907057289 0.11084582244266457 0.5764033974919818 greedy 7 15 b3f45b00

65
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@@ -0,0 +1,65 @@
CER,WER,TIME,PAGES,TIME_PER_PAGE,worker,timestamp,checkpoint_dir_name,done,training_iteration,trial_id,date,time_this_iter_s,time_total_s,pid,hostname,node_ip,time_since_restore,iterations_since_restore,config/use_doc_orientation_classify,config/use_doc_unwarping,config/textline_orientation,config/text_det_thresh,config/text_det_box_thresh,config/text_det_unclip_ratio,config/text_rec_score_thresh,logdir
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0.06341497143231878,0.12432485697376627,10.013647079467773,5,1.9113924980163575,http://localhost:8002,1768821505,,False,1,49e77d45,2026-01-19_12-18-25,10.018975019454956,10.018975019454956,256261,sergio-XPS-15-9500,192.168.1.5,10.018975019454956,1,False,True,False,0.4091020962342421,0.5477675836994064,0.0,0.28125964062929637,49e77d45
0.06363307378397837,0.11080195018785229,10.315315961837769,5,1.9735893249511718,http://localhost:8002,1768821518,,False,1,08dff189,2026-01-19_12-18-38,10.319286346435547,10.319286346435547,256431,sergio-XPS-15-9500,192.168.1.5,10.319286346435547,1,False,True,True,0.4761569778732009,0.47781667917332393,0.0,0.010287859440038183,08dff189
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0.06414858633862171,0.1138840355665884,10.091642618179321,5,1.9286378383636475,http://localhost:8002,1768821539,,False,1,8b33e2a2,2026-01-19_12-18-59,10.095749855041504,10.095749855041504,256746,sergio-XPS-15-9500,192.168.1.5,10.095749855041504,1,False,True,False,0.664057104821503,0.380194482697527,0.0,0.0957856258135195,8b33e2a2
0.04089344159161516,0.11588877886734197,3.399895191192627,5,0.5897929668426514,http://localhost:8002,1768821546,,False,1,2b3b0aad,2026-01-19_12-19-06,3.403998613357544,3.403998613357544,256911,sergio-XPS-15-9500,192.168.1.5,3.403998613357544,1,True,False,False,0.15162885621474814,0.015269709226466177,0.0,0.6005426046606002,2b3b0aad
0.06440335927000067,0.125496108332261,10.158945322036743,5,1.9415269851684571,http://localhost:8002,1768821559,,False,1,8c1998de,2026-01-19_12-19-19,10.162839651107788,10.162839651107788,257030,sergio-XPS-15-9500,192.168.1.5,10.162839651107788,1,True,True,True,0.3692127966881518,0.23308318268023623,0.0,0.3773645637989277,8c1998de
0.0637132502302169,0.11234475429253714,9.987636089324951,5,1.9088503837585449,http://localhost:8002,1768821573,,False,1,52bacbb6,2026-01-19_12-19-33,9.991463661193848,9.991463661193848,257222,sergio-XPS-15-9500,192.168.1.5,9.991463661193848,1,False,True,False,0.6035565410217514,0.21880259661403342,0.0,0.18713153326839937,52bacbb6
0.008343047226538839,0.08349130431035265,3.386183738708496,5,0.5885046482086181,http://localhost:8002,1768821579,,False,1,08c1ee35,2026-01-19_12-19-39,3.39007830619812,3.39007830619812,257399,sergio-XPS-15-9500,192.168.1.5,3.39007830619812,1,True,False,True,0.15926489447447112,0.017648992877564967,0.0,0.44224480118340653,08c1ee35
0.007922541795615114,0.07887346048819885,3.468980550765991,5,0.5967342376708984,http://localhost:8002,1768821586,,False,1,d00c4e76,2026-01-19_12-19-46,3.472960948944092,3.472960948944092,257525,sergio-XPS-15-9500,192.168.1.5,3.472960948944092,1,True,False,True,0.07077078342680466,0.004051086507914577,0.0,0.46605997897727297,d00c4e76
0.016055552163489285,0.08753651728221294,3.3815455436706543,5,0.5863098621368408,http://localhost:8002,1768821593,,False,1,bb72b916,2026-01-19_12-19-53,3.385627031326294,3.385627031326294,257655,sergio-XPS-15-9500,192.168.1.5,3.385627031326294,1,True,False,True,0.00406946269144004,0.024694902295496916,0.0,0.48724120796716147,bb72b916
0.04101062641443912,0.11434949759329069,3.3144912719726562,5,0.5752715110778809,http://localhost:8002,1768821599,,False,1,c12ba2dc,2026-01-19_12-19-59,3.3184001445770264,3.3184001445770264,257771,sergio-XPS-15-9500,192.168.1.5,3.3184001445770264,1,True,False,True,0.11631707320987289,0.690466345723201,0.0,0.6724394280648069,c12ba2dc
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1 CER WER TIME PAGES TIME_PER_PAGE worker timestamp checkpoint_dir_name done training_iteration trial_id date time_this_iter_s time_total_s pid hostname node_ip time_since_restore iterations_since_restore config/use_doc_orientation_classify config/use_doc_unwarping config/textline_orientation config/text_det_thresh config/text_det_box_thresh config/text_det_unclip_ratio config/text_rec_score_thresh logdir
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#!/usr/bin/env python3
"""Run hyperparameter tuning for OCR services."""
import sys
import argparse
from raytune_ocr import (
check_workers, create_trainable, run_tuner, analyze_results,
paddle_ocr_payload, doctr_payload, easyocr_payload,
PADDLE_OCR_SEARCH_SPACE, DOCTR_SEARCH_SPACE, EASYOCR_SEARCH_SPACE,
PADDLE_OCR_CONFIG_KEYS, DOCTR_CONFIG_KEYS, EASYOCR_CONFIG_KEYS,
)
SERVICES = {
"paddle": {
"ports": [8002],
"payload_fn": paddle_ocr_payload,
"search_space": PADDLE_OCR_SEARCH_SPACE,
"config_keys": PADDLE_OCR_CONFIG_KEYS,
"name": "PaddleOCR",
},
"doctr": {
"ports": [8003],
"payload_fn": doctr_payload,
"search_space": DOCTR_SEARCH_SPACE,
"config_keys": DOCTR_CONFIG_KEYS,
"name": "DocTR",
},
"easyocr": {
"ports": [8002],
"payload_fn": easyocr_payload,
"search_space": EASYOCR_SEARCH_SPACE,
"config_keys": EASYOCR_CONFIG_KEYS,
"name": "EasyOCR",
},
}
def main():
parser = argparse.ArgumentParser(description="Run OCR hyperparameter tuning")
parser.add_argument("--service", choices=["paddle", "doctr", "easyocr"], required=True)
parser.add_argument("--samples", type=int, default=64, help="Number of samples")
args = parser.parse_args()
cfg = SERVICES[args.service]
print(f"\n{'='*50}")
print(f"Hyperparameter Tuning: {cfg['name']}")
print(f"Samples: {args.samples}")
print(f"{'='*50}\n")
# Check workers
healthy = check_workers(cfg["ports"], cfg["name"])
# Create trainable and run tuning
trainable = create_trainable(cfg["ports"], cfg["payload_fn"])
results = run_tuner(
trainable=trainable,
search_space=cfg["search_space"],
num_samples=args.samples,
num_workers=len(healthy),
)
# Analyze results
df = analyze_results(
results,
output_folder="results",
prefix=f"raytune_{args.service}",
config_keys=cfg["config_keys"],
)
print(f"\n{'='*50}")
print("Tuning complete!")
print(f"{'='*50}")
if __name__ == "__main__":
main()