Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
semantic-similarity-classification
Languages:
code
Size:
1M - 10M
License:
sync EmbedEd artifacts (phase01-v8)
Browse files- artifacts/runs/sprime_C4_15/run_config.json +46 -0
- artifacts/runs/sprime_C4_15/train_log.jsonl +634 -0
- artifacts/sprime_gate_runs.json +192 -1
- sync_manifest.json +194 -30
artifacts/runs/sprime_C4_15/run_config.json
ADDED
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@@ -0,0 +1,46 @@
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| 1 |
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{
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| 2 |
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"version": "phase01-v8",
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| 3 |
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"condition": "C4",
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| 4 |
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"seed": 15,
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| 5 |
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"smoke": false,
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| 6 |
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"kind": "generalisation",
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| 7 |
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"corpus": "sprime (bcb_v2_sampled_bf)",
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| 8 |
+
"doi": "10.5281/zenodo.17238379",
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| 9 |
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"holdout_k": 3,
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| 10 |
+
"holdout_functionalities": [
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| 11 |
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"10",
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| 12 |
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"13",
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| 13 |
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"14"
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| 14 |
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],
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| 15 |
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"threshold_policy": "max_f1_on_valid",
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| 16 |
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"valid_frac": 0.1,
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| 17 |
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"model_id": "microsoft/graphcodebert-base",
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| 18 |
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"pooling": "mean",
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| 19 |
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"option": "A (token-only)",
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| 20 |
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"loss": "triplet",
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| 21 |
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"triplet_margin": 0.1,
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| 22 |
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"optimizer": "adamw",
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| 23 |
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"lr": 2e-05,
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| 24 |
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"weight_decay": 0.01,
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| 25 |
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"warmup_steps": 100,
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| 26 |
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"grad_clip": 1.0,
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| 27 |
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"batch": 8,
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| 28 |
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"epochs": 1,
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| 29 |
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"max_len": 512,
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| 30 |
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"amp_dtype": "float16",
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| 31 |
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"grad_checkpoint": false,
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| 32 |
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"k_negatives": 20,
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| 33 |
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"sprime_train_cap": 16000,
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| 34 |
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"seed_list": [
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| 35 |
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13,
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| 36 |
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14,
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| 37 |
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15
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| 38 |
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],
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| 39 |
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"artifacts": {
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| 40 |
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"sprime_fragments.jsonl": "e78d8608adefa3d7",
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| 41 |
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"sprime_split.json": "5169923a0e925c24",
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| 42 |
+
"sprime_mining_summary.json": "31c87c7a4deaae2c",
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| 43 |
+
"sprime_triples_C4.jsonl": "e92564e66716c8e9"
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| 44 |
+
},
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| 45 |
+
"fingerprint": "48d7bf99c8bf8f2b"
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| 46 |
+
}
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artifacts/runs/sprime_C4_15/train_log.jsonl
ADDED
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@@ -0,0 +1,634 @@
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|
| 1 |
+
{"epoch": 0, "step": 1, "loss": 0.10024909675121307, "triples_per_s": 0.42384093111325766}
|
| 2 |
+
{"epoch": 0, "step": 2, "loss": 0.10549481958150864, "triples_per_s": 0.6806879188517818}
|
| 3 |
+
{"epoch": 0, "step": 3, "loss": 0.10027582198381424, "triples_per_s": 0.8537509566006104}
|
| 4 |
+
{"epoch": 0, "step": 4, "loss": 0.10279335826635361, "triples_per_s": 0.9803273270627161}
|
| 5 |
+
{"epoch": 0, "step": 5, "loss": 0.08593674749135971, "triples_per_s": 1.0759508802713027}
|
| 6 |
+
{"epoch": 0, "step": 6, "loss": 0.10626021027565002, "triples_per_s": 1.1468495368091784}
|
| 7 |
+
{"epoch": 0, "step": 7, "loss": 0.09008830785751343, "triples_per_s": 1.2031155475575857}
|
| 8 |
+
{"epoch": 0, "step": 8, "loss": 0.1025950089097023, "triples_per_s": 1.2460823499279057}
|
| 9 |
+
{"epoch": 0, "step": 9, "loss": 0.10970380157232285, "triples_per_s": 1.2932246462954982}
|
| 10 |
+
{"epoch": 0, "step": 10, "loss": 0.09377626329660416, "triples_per_s": 1.327485940002554}
|
| 11 |
+
{"epoch": 0, "step": 11, "loss": 0.12182969599962234, "triples_per_s": 1.3571576552907618}
|
| 12 |
+
{"epoch": 0, "step": 12, "loss": 0.10409455001354218, "triples_per_s": 1.3826354801052054}
|
| 13 |
+
{"epoch": 0, "step": 13, "loss": 0.11893079429864883, "triples_per_s": 1.4023922941657128}
|
| 14 |
+
{"epoch": 0, "step": 14, "loss": 0.09964121133089066, "triples_per_s": 1.420994949125481}
|
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artifacts/sprime_gate_runs.json
CHANGED
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sync_manifest.json
CHANGED
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@@ -1,233 +1,377 @@
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|
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| 5 |
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| 10 |
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| 11 |
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| 12 |
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| 14 |
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| 17 |
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| 19 |
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| 21 |
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| 22 |
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| 23 |
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| 25 |
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| 26 |
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| 27 |
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{
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+
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|
| 305 |
"artifacts/runs/smoke_C5_13/eval_metrics.json",
|
| 306 |
"artifacts/runs/smoke_C5_13/metrics.json",
|
| 307 |
+
"artifacts/runs/smoke_C5_13/predictions.npz",
|
| 308 |
"artifacts/runs/smoke_C5_13/run_config.json",
|
| 309 |
"artifacts/runs/smoke_C5_13/train_log.jsonl",
|
|
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|
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|
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|
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|
| 310 |
"artifacts/runs/sprime_C1_16/run_config.json",
|
| 311 |
"artifacts/runs/sprime_C1_16/train_log.jsonl",
|
| 312 |
+
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|
| 313 |
+
"artifacts/runs/sprime_C2_13/eval_config.json",
|
| 314 |
"artifacts/runs/sprime_C2_13/eval_metrics.json",
|
| 315 |
"artifacts/runs/sprime_C2_13/metrics.json",
|
| 316 |
+
"artifacts/runs/sprime_C2_13/predictions.npz",
|
| 317 |
"artifacts/runs/sprime_C2_13/run_config.json",
|
| 318 |
"artifacts/runs/sprime_C2_13/train_log.jsonl",
|
| 319 |
+
"artifacts/runs/sprime_C2_14/checkpoint.pt",
|
| 320 |
+
"artifacts/runs/sprime_C2_14/eval_config.json",
|
| 321 |
"artifacts/runs/sprime_C2_14/eval_metrics.json",
|
| 322 |
"artifacts/runs/sprime_C2_14/metrics.json",
|
| 323 |
+
"artifacts/runs/sprime_C2_14/predictions.npz",
|
| 324 |
"artifacts/runs/sprime_C2_14/run_config.json",
|
| 325 |
"artifacts/runs/sprime_C2_14/train_log.jsonl",
|
| 326 |
+
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|
| 327 |
+
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|
| 328 |
"artifacts/runs/sprime_C2_15/eval_metrics.json",
|
| 329 |
"artifacts/runs/sprime_C2_15/metrics.json",
|
| 330 |
+
"artifacts/runs/sprime_C2_15/predictions.npz",
|
| 331 |
"artifacts/runs/sprime_C2_15/run_config.json",
|
| 332 |
"artifacts/runs/sprime_C2_15/train_log.jsonl",
|
| 333 |
+
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|
| 334 |
+
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|
| 335 |
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|
| 336 |
"artifacts/runs/sprime_C3_13/metrics.json",
|
| 337 |
+
"artifacts/runs/sprime_C3_13/predictions.npz",
|
| 338 |
"artifacts/runs/sprime_C3_13/run_config.json",
|
| 339 |
"artifacts/runs/sprime_C3_13/train_log.jsonl",
|
| 340 |
+
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|
| 341 |
+
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|
| 342 |
"artifacts/runs/sprime_C3_14/eval_metrics.json",
|
| 343 |
"artifacts/runs/sprime_C3_14/metrics.json",
|
| 344 |
+
"artifacts/runs/sprime_C3_14/predictions.npz",
|
| 345 |
"artifacts/runs/sprime_C3_14/run_config.json",
|
| 346 |
"artifacts/runs/sprime_C3_14/train_log.jsonl",
|
| 347 |
+
"artifacts/runs/sprime_C3_15/checkpoint.pt",
|
| 348 |
+
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|
| 349 |
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|
| 350 |
"artifacts/runs/sprime_C3_15/metrics.json",
|
| 351 |
+
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|
| 352 |
"artifacts/runs/sprime_C3_15/run_config.json",
|
| 353 |
"artifacts/runs/sprime_C3_15/train_log.jsonl",
|
| 354 |
+
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|
| 355 |
+
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|
| 356 |
"artifacts/runs/sprime_C4_13/eval_metrics.json",
|
| 357 |
"artifacts/runs/sprime_C4_13/metrics.json",
|
| 358 |
+
"artifacts/runs/sprime_C4_13/predictions.npz",
|
| 359 |
"artifacts/runs/sprime_C4_13/run_config.json",
|
| 360 |
"artifacts/runs/sprime_C4_13/train_log.jsonl",
|
| 361 |
+
"artifacts/runs/sprime_C4_14/checkpoint.pt",
|
| 362 |
+
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|
| 363 |
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|
| 364 |
"artifacts/runs/sprime_C4_14/metrics.json",
|
| 365 |
+
"artifacts/runs/sprime_C4_14/predictions.npz",
|
| 366 |
"artifacts/runs/sprime_C4_14/run_config.json",
|
| 367 |
"artifacts/runs/sprime_C4_14/train_log.jsonl",
|
| 368 |
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|
| 369 |
+
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|
| 370 |
+
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|
| 371 |
+
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|
|
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|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
| 372 |
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|
| 373 |
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|
| 374 |
+
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
|
|
|
| 387 |
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|
| 388 |
"artifacts/sprime_triples_C5.jsonl",
|
| 389 |
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|
| 390 |
+
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|
| 391 |
+
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|
| 392 |
+
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|
| 393 |
+
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|
| 394 |
+
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|
| 395 |
+
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|
| 396 |
+
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|
| 397 |
+
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|
| 398 |
+
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|
| 399 |
+
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|
| 400 |
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|
| 401 |
+
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|
| 402 |
+
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|
| 403 |
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|
| 404 |
+
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
+
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|
| 411 |
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|
| 412 |
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|
| 413 |
+
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|
| 414 |
+
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|
| 415 |
+
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|
| 416 |
+
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|
| 417 |
],
|
| 418 |
"excluded_patterns": [
|
| 419 |
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