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[WIP] MET finetuning#320

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farakiko wants to merge 97 commits intojpata:mainjpata/particleflow:mainfrom farakiko:foundation_modelfarakiko/particleflow:foundation_modelCopy head branch name to clipboard

+11,584-51

Commits

Commits on Apr 29, 2024

• update clic backbone config

  farakiko

  committed
  48cbbef

• up MET training v1

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  57aeaa5

• add ttbar yaml script

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  1814d7c

• update args of loader

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  aa0fb6c

• ue only the last latentX

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  2884c4a

• must retrieve "ycand"

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  2f5633f

• add --freeze-backbone arg

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  5a5ebc5

• remove charge

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  b397188

• update input_dim

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  9f28112

• fix --freeze-backbone

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  1442cbb

• up

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• up

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• up

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• up

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• up

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  3f4dd74

Commits on May 6, 2024

• up

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  b2d2fdd

Commits on May 8, 2024

• up fix float

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  committed
  5a1175f

Commits on May 10, 2024

• up freezing backbone and opt

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  447465c

Commits on May 15, 2024

• fix mlpf.train

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  7caacab

Commits on May 28, 2024

• from bfloat16 to float16

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  a7500b6

Commits on May 30, 2024

• up bfloat16

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  41f3d4f

• up

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  484e9e3

• float64

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  0685aa2

• up

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  f860bc5

• up

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  2e9c8e8

Commits on Jun 11, 2024

• up 20

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  b1292fa

• up 10

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  36046eb

• up 5

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  d23ea61

• revert

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  3dd5157

Commits on Jun 12, 2024

• fix dtype in met tasks

  farakiko

  committed
  4decc97

Commits on Jun 13, 2024

• add DDP and fix mlpf freeze bug

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  b2faddc

• up

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  a480558

• up

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  5a33666

Commits on Jun 15, 2024

• dist.destroy_process_group()

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  c946a19

• bigger deepmet

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  d7fedb4

Commits on Jun 17, 2024

• revert ffn

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  committed
  6bc019c

• upupup

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  1c50bd8

• revert

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  547ee38

Commits on Jun 21, 2024

• update args

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  7e26352

• required=True

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  a762006

• fix import

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  aaa9f51

• fix bug

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  7cfc8dc

• up pfcands dim

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  b203cad

• rename

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  9b44486

• up

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  12635dd

• up

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  b0fd2ac

• up

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  d2365a7

• up

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  60ce8d9

• up

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  35245c5

Commits on Jun 24, 2024

• fix logging bug

  farakiko

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  9ff82fd

Commits on Jul 1, 2024

• use only single weight

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  1803b19

• test

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  463bf6d

• up

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  81770b8

• up

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  e4fb6ef

• up

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  11568de

• up

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  dbbecea

• up

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• up

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  c2b549a

• up

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• up

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• up

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  4737a2d

• up

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  b6be816

• up

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  d869639

• fixed

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  4742c76

• up

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  88a198a

• up ReLU and MSE

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  7996dce

• up

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  651cd39

Commits on Aug 26, 2024

• CMSSW documentation (jpata#319)

  Show description for 4f2cf7a
  

  jpata

  authored and

  farakiko

  committed
  4f2cf7a

• Full CMS pytorch training in May 2024 (jpata#316)

  Show description for 4c213a0
  

  jpata

  authored and

  farakiko

  committed
  4c213a0

• update CMSSW validation scripts and documentation (jpata#322)

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  jpata

  authored and

  farakiko

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  6f25fa3

• onnx export with dynamic shapes, fast attention (jpata#324)

  Show description for d002adc
  

  jpata

  authored and

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  committed
  d002adc

• switch onnx model to full float for cmssw compat (jpata#325)

  

  jpata

  authored and

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  eafc016

• Update validation scripts to CMSSW_14_1_0 (jpata#323)

  Show description for a01e74d
  

  jpata

  authored and

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  committed
  a01e74d

• update cmssw plots, add ttbar sample to valid, add multiparticlegun and vbf to training (jpata#330)

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  jpata

  authored and

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  fe81bd4

• Update README.md

  

  jpata

  authored and

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  7658452

• fix CMS instructions (jpata#334)

  

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  5f4384f

• fix CMS model path for ACAT2022

  

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  08dcbe3

• MLPF datasets v2.0.0: track pythia-level genjets, genmet in datasets; add per-particle ispu flag (jpata#332)

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  jpata

  authored and

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  44dcbf0

• CMS training instructions (jpata#336)

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  jpata

  authored and

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  1499838

• Retraining with CMS samples v2.0.0 (jpata#337)

  Show description for d5db3bf
  

  jpata

  authored and

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  committed
  d5db3bf

• Fix use of deprecated Ray Tune environment variable (jpata#338)

  Show description for e5d8942
  

  2 peopleauthored and

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  e5d8942

• CMS dataset relabel, generate v2.1.0 with more stats, separate binary classifier (jpata#340)

  Show description for 4e7236e
  

  jpata

  authored and

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  4e7236e

• back to where we were

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  ddfb1a4

• push cld config

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  344259d

• allow cld as a choice for --dataset

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  901632e

• add cld options

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  a873209

• oops

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  347b565

• fix load

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  dc5b926

• up

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  eddcbdb

• up

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  14da090

• up

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  e1bb077

• fix stale patience

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  ce40222

• fix

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  f3533b1

• fix start_epoch

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  f540d1b