Complete cars_issynth_20261025_seed0_support1 with final test results

runs/cars_issynth_20261025_seed0_support1/logs/status.json

@@ -9,12 +9,12 @@
   "gpu_memory_allocated_gib": 4.06527042388916,
   "gpu_memory_reserved_gib": 14.748046875,
   "latest_checkpoint_timestamp": 1792953197.288281,
-  "latest_hf_sync_timestamp": "2026-10-25T18:33:17.918268+00:00",
+  "latest_hf_sync_timestamp": "2026-10-25T18:41:55.061484+00:00",
   "latest_train_loss": 0.23335393788863204,
   "latest_validation_accuracy": 0.9245861434702637,
   "latest_validation_loss": 0.21602074589150458,
   "run_id": "cars_issynth_20261025_seed0_support1",
-  "status": "RUNNING",
+  "status": "COMPLETED",
   "total_epochs": 40,
-  "updated_at_utc": "2026-10-25T18:33:17.919321+00:00"
+  "updated_at_utc": "2026-10-25T18:41:55.063263+00:00"
 }

runs/cars_issynth_20261025_seed0_support1/logs/supervisor.log

@@ -1961,3 +1961,121 @@ I0000 00:00:1792944342.752006    2094 port.cc:153] oneDNN custom operations are
 
  .../checkpoints/best/best.pt: 100%|██████████| 67.6MB / 67.6MB            
 
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+[2026-10-25T18:33:20.068178+00:00] epoch=39 hf_snapshot_synced=true
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runs/cars_issynth_20261025_seed0_support1/logs/train.log

@@ -2040,3 +2040,4 @@
 [2026-10-25T18:31:08.241502+00:00] step=1959 batch=48/49 loss=0.225295 real=0.044397 synth=0.948887 lr=0.0001 gpu_alloc_gib=4.084
 [2026-10-25T18:31:26.571518+00:00] step=1960 batch=49/49 loss=0.227050 real=0.040563 synth=0.972999 lr=0.0001 gpu_alloc_gib=4.084
 [2026-10-25T18:33:17.918401+00:00] epoch=39 val_accuracy=0.924586 val_macro_f1=0.921103 best=0.933170 sync=pending
+[2026-10-25T18:33:20.068178+00:00] epoch=39 hf_snapshot_synced=true

runs/cars_issynth_20261025_seed0_support1/metrics/gpu.csv

@@ -295,3 +295,20 @@ timestamp_utc,gpu_util_percent,memory_used_mib,memory_free_mib,temperature_c,pow
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+2026-10-25T18:40:19.231772+00:00,0,15825,81428,43,325.08
+2026-10-25T18:40:49.274160+00:00,0,15825,81428,44,266.77
+2026-10-25T18:41:19.319746+00:00,100,15825,81428,52,348.81
+2026-10-25T18:41:49.365552+00:00,100,15825,81428,51,338.15

runs/cars_issynth_20261025_seed0_support1/results/confusion_matrix.csv

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runs/cars_issynth_20261025_seed0_support1/results/final_metrics.json

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runs/cars_issynth_20261025_seed0_support1/results/per_class_metrics.json

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runs/cars_issynth_20261025_seed0_support1/results/summary.md

@@ -0,0 +1,21 @@
+# IsSynth Stanford Cars — cars_issynth_20261025_seed0_support1
+
+- **status**: SUCCESS
+- **run_id**: cars_issynth_20261025_seed0_support1
+- **dataset**: Stanford Cars
+- **real_training_samples**: 3136
+- **synthetic_samples**: 12544
+- **validation_samples**: 1631
+- **test_samples**: 8041
+- **classes**: 196
+- **gpu**: NVIDIA RTX PRO 6000 Blackwell Server Edition
+- **training_duration_seconds**: 45382.41927027702
+- **best_epoch**: 27
+- **best_validation_accuracy**: 0.9331698344573881
+- **test_accuracy**: 0.93346598681756
+- **test_macro_f1**: 0.9328060084687932
+- **test_weighted_f1**: 0.9332621185797313
+- **local_artifact_path**: /marimo/IsSynth-Cars/runs/cars_issynth_20261025_seed0_support1
+- **hf_artifact_path**: DanielNguyen121/IsSynth-Cars/runs/cars_issynth_20261025_seed0_support1
+- **all_artifacts_synchronized**: True
+- **completed_at_utc**: 2026-10-25T18:41:55.060672+00:00