Upload logs/inference_lora_20251110_054820.log with huggingface_hub
Browse files
logs/inference_lora_20251110_054820.log
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-11-10 05:48:20,428 - INFO -
|
| 2 |
+
╔══════════════════════════════════════════════════════════╗
|
| 3 |
+
║ T5 INFERENCE CONFIGURATION ║
|
| 4 |
+
╚══════════════════════════════════════════════════════════╝
|
| 5 |
+
Model Type: LORA
|
| 6 |
+
Base Model: google-t5/t5-base
|
| 7 |
+
LoRA Model: ranjan56cse/t5-base-xsum-lora
|
| 8 |
+
Output File: t5_lora_predictions.txt
|
| 9 |
+
Log File: inference_lora_20251110_054820.log
|
| 10 |
+
Results Repository: ranjan56cse/assignment3-t5-lora-results
|
| 11 |
+
Max Source Length: 512
|
| 12 |
+
Max Target Length: 128
|
| 13 |
+
Num Beams: 4
|
| 14 |
+
|
| 15 |
+
2025-11-10 05:48:20,428 - INFO - ============================================================
|
| 16 |
+
2025-11-10 05:48:20,428 - INFO - Loading LORA model...
|
| 17 |
+
2025-11-10 05:48:20,428 - INFO - ============================================================
|
| 18 |
+
2025-11-10 05:48:20,428 - INFO - Loading tokenizer from google-t5/t5-base...
|
| 19 |
+
2025-11-10 05:48:21,153 - INFO - ✅ Tokenizer loaded
|
| 20 |
+
2025-11-10 05:48:21,153 - INFO - Loading base T5 model...
|
| 21 |
+
2025-11-10 05:48:48,588 - INFO - Loading LoRA adapter from ranjan56cse/t5-base-xsum-lora...
|
| 22 |
+
2025-11-10 05:48:50,656 - INFO - ✅ LoRA adapter loaded
|
| 23 |
+
2025-11-10 05:48:50,929 - INFO - ✅ Model loaded on cuda in 30.5s
|
| 24 |
+
2025-11-10 05:48:50,931 - INFO - Model parameters: 224,673,024
|
| 25 |
+
2025-11-10 05:48:50,931 - INFO - ============================================================
|
| 26 |
+
2025-11-10 05:48:50,931 - INFO - Loading XSum test dataset...
|
| 27 |
+
2025-11-10 05:48:54,090 - INFO - ✅ Loaded 11334 test samples
|
| 28 |
+
2025-11-10 05:48:54,090 - INFO - ============================================================
|
| 29 |
+
2025-11-10 05:48:54,090 - INFO - Starting inference on test set...
|
| 30 |
+
2025-11-10 05:48:54,090 - INFO - Test set size: 11334
|
| 31 |
+
2025-11-10 05:48:54,090 - INFO - Generation config: max_length=128, num_beams=4
|
| 32 |
+
2025-11-10 05:48:54,090 - INFO - ============================================================
|
| 33 |
+
2025-11-10 05:56:48,168 - INFO - Progress: 1000/11334 | Rate: 2.1 samples/s | ETA: 81.7 min
|
| 34 |
+
2025-11-10 06:04:47,405 - INFO - Progress: 2000/11334 | Rate: 2.1 samples/s | ETA: 74.2 min
|
| 35 |
+
2025-11-10 06:12:42,416 - INFO - Progress: 3000/11334 | Rate: 2.1 samples/s | ETA: 66.1 min
|
| 36 |
+
2025-11-10 06:20:35,910 - INFO - Progress: 4000/11334 | Rate: 2.1 samples/s | ETA: 58.1 min
|
| 37 |
+
2025-11-10 06:28:28,926 - INFO - Progress: 5000/11334 | Rate: 2.1 samples/s | ETA: 50.1 min
|
| 38 |
+
2025-11-10 06:36:48,235 - INFO - Progress: 6000/11334 | Rate: 2.1 samples/s | ETA: 42.6 min
|
| 39 |
+
2025-11-10 06:45:01,440 - INFO - Progress: 7000/11334 | Rate: 2.1 samples/s | ETA: 34.7 min
|
| 40 |
+
2025-11-10 06:52:54,278 - INFO - Progress: 8000/11334 | Rate: 2.1 samples/s | ETA: 26.7 min
|
| 41 |
+
2025-11-10 07:00:39,063 - INFO - Progress: 9000/11334 | Rate: 2.1 samples/s | ETA: 18.6 min
|
| 42 |
+
2025-11-10 07:08:24,601 - INFO - Progress: 10000/11334 | Rate: 2.1 samples/s | ETA: 10.6 min
|
| 43 |
+
2025-11-10 07:16:13,171 - INFO - Progress: 11000/11334 | Rate: 2.1 samples/s | ETA: 2.7 min
|
| 44 |
+
2025-11-10 07:18:49,120 - INFO - ============================================================
|
| 45 |
+
2025-11-10 07:18:49,120 - INFO - ✅ Generated 11334 predictions in 89.9 minutes
|
| 46 |
+
2025-11-10 07:18:49,120 - INFO - Average rate: 2.10 samples/second
|
| 47 |
+
2025-11-10 07:18:49,120 - INFO - ============================================================
|
| 48 |
+
2025-11-10 07:18:49,120 - INFO - ============================================================
|
| 49 |
+
2025-11-10 07:18:49,120 - INFO - Saving predictions to t5_lora_predictions.txt...
|
| 50 |
+
2025-11-10 07:18:49,130 - INFO - ✅ Predictions saved to t5_lora_predictions.txt
|
| 51 |
+
2025-11-10 07:18:49,149 - INFO - ✅ Summary saved to t5_lora_results.json
|
| 52 |
+
2025-11-10 07:18:49,149 - INFO - Average prediction length: 19.0 words
|
| 53 |
+
2025-11-10 07:18:49,149 - INFO - Average reference length: 21.1 words
|
| 54 |
+
2025-11-10 07:18:49,149 - INFO - ============================================================
|
| 55 |
+
2025-11-10 07:18:49,149 - INFO - ============================================================
|
| 56 |
+
2025-11-10 07:18:49,149 - INFO - Uploading to HuggingFace Hub...
|
| 57 |
+
2025-11-10 07:18:49,149 - INFO - Repository: ranjan56cse/assignment3-t5-lora-results
|
| 58 |
+
2025-11-10 07:18:49,826 - INFO - ✅ Repository ready
|
| 59 |
+
2025-11-10 07:18:51,492 - INFO - ✅ Uploaded: t5_lora_predictions.txt
|
| 60 |
+
2025-11-10 07:18:51,965 - INFO - ✅ Uploaded: t5_lora_results.json
|