jpata commited on 9 days ago

Commit

bf185ca

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1 Parent(s): 6af8073

Add cld/hits/v3.2.0: attention and HEPTv2 final 50k checkpoints and training evidence

Training revision 6b80b983477321cf708e5043fb1d2ec15dd398bc. Preserve original checkpoints, complete available histories, all logs, configs, TensorBoard streams and final plots. Add release metadata and comparison summaries. No deletions or code tags.

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cld/hits/v3.2.0/README.md +47 -0
cld/hits/v3.2.0/SHA256SUMS +214 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/checkpoints/checkpoint-50000.pth +3 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_1000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_10000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_11000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_12000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_13000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_14000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_15000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_16000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_17000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_18000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_19000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_2000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_20000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_21000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_22000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_23000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_24000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_25000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_26000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_27000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_28000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_29000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_3000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_30000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_31000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_32000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_33000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_34000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_35000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_36000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_37000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_38000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_39000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_4000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_40000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_41000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_42000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_43000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_44000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_45000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_46000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_47000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_48000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_49000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_5000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_50000.json +1 -0
cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_6000.json +1 -0

cld/hits/v3.2.0/README.md ADDED Viewed

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+# CLD hits: ParticleFlow v3.2.0
+Attention and HEPTv2 checkpoints from the 28 October 2026 backbone campaign.
+Both complete 50,000 optimizer steps with seed 12345 and global batch 128.
+Training code: [`6b80b983477321cf708e5043fb1d2ec15dd398bc`](https://github.com/jpata/particleflow/commit/6b80b983477321cf708e5043fb1d2ec15dd398bc).
+The v3.2.0 directory is a release label; this upload does not create a code tag.
+| Backbone | Original run | Parameters | Validation F1 |
+| --- | --- | ---: | ---: |
+| attention | [cld_hits_attention_seed12345_20261028_111201_979187](cld_hits_attention_seed12345_20261028_111201_979187/) | 7,260,244 | 0.8458 |
+| heptv2 | [cld_hits_heptv2_seed12345_20261028_111202_875252](cld_hits_heptv2_seed12345_20261028_111202_875252/) | 12,786,964 | 0.8624 |
+## Files and checkpoint loading
+Each run preserves `checkpoints/checkpoint-50000.pth`, configs, the resolved
+`particleflow_spec.yaml`, `model_kwargs.pkl`, scenario manifest, every training
+log, complete available histories, separate `runs/train` and `runs/valid`
+TensorBoard event streams, and `plots_step_50000`. The checkpoint contains
+`model_state_dict`, optimizer state and `extra_state` with step 50000 and resume
+state. Use the accompanying configuration with compatible ParticleFlow code.
+The original full checkpoint bytes are retained. No best-checkpoint selection
+or inference conversion is implied by the filename.
+[release.json](release.json) records dataset versions, model dimensions,
+checkpoint hashes and metadata validation. [SHA256SUMS](SHA256SUMS) covers the
+release contents except the checksum file itself.
+## Interpretation
+PF/clusters refers to the track/cluster-input MLPF model, not Pandora output.
+Hit models reconstruct particle sets from raw hits. HEPTv2 and attention have
+different parameter counts; hits and PF also differ in decoder, objectives and
+target populations. All measurements are single-seed observations.
+Particle F1 uses capped matching cost and requires deltaR < 0.1 and relative
+pT error < 0.5, without requiring PID agreement. PF uses TFDS 3.3.0 and hits
+3.2.2. Validation uses 1530 PF entries or 1536 padded hit entries. Detailed
+momentum uses a 512-entry subset with different selection across representations.
+CLD hit HEPTv2 is missing its 30k history JSON; the final 50k result is present.
+[Comparison summaries](comparison_metrics/summary.json),
+[metric definitions](comparison_metrics/provenance.json), and the archived
+[study methodology](comparison_metrics/study_methodology.md) explain sampling
+and timing caveats. Relative artifact links in that archived methodology refer
+to the original local study; use the release links here for uploaded files.
+Predictions, batch parquet dumps and dataset caches are not part of this release.
+Training timing does not measure inference or upstream tracking/clustering cost.

cld/hits/v3.2.0/SHA256SUMS ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_10000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_11000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_12000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_13000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_14000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_16000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_17000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_18000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_19000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_2000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_20000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_21000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_22000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_23000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_24000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_25000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_26000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_28000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_29000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_3000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_30000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_31000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_32000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_33000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_34000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_35000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_36000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_37000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_38000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_39000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_40000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_41000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_42000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_43000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_44000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_45000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_47000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_48000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_49000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_5000.json ADDED Viewed

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_50000.json ADDED Viewed

	@@ -0,0 +1 @@

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cld/hits/v3.2.0/cld_hits_attention_seed12345_20261028_111201_979187/history/step_6000.json ADDED Viewed

	@@ -0,0 +1 @@

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