Update metrics from MLflow run f8849c42 (#1)
Browse files- Update metrics from MLflow run f8849c42 (530b05e308f754fd7db7b939f3fe6588d504879a)
Co-authored-by: Nelson Adagi <[email protected]>
README.md
CHANGED
@@ -81,6 +81,17 @@ The model performs simultaneous classification across four critical dimensions:
|
|
81 |
|
82 |
## Performance Metrics
|
83 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
84 |
### Overall Performance
|
85 |
- **Average Accuracy**: 75.0%
|
86 |
- **Best Performing Task**: Main Category (83.33%)
|
|
|
81 |
|
82 |
## Performance Metrics
|
83 |
|
84 |
+
### Evaluation Results
|
85 |
+
| Metric | Value |
|
86 |
+
|--------|-------|
|
87 |
+
| Epoch | 1.0000 |
|
88 |
+
| Eval Avg Acc | 0.7493 |
|
89 |
+
| Eval Interv Acc | 0.6778 |
|
90 |
+
| Eval Priority Acc | 0.9543 |
|
91 |
+
| Eval Runtime | 3.1621 |
|
92 |
+
| Eval Samples Per Second | 408.2690 |
|
93 |
+
| Eval Steps Per Second | 25.6160 |
|
94 |
+
| Eval Sub Acc | 0.6158 |
|
95 |
### Overall Performance
|
96 |
- **Average Accuracy**: 75.0%
|
97 |
- **Best Performing Task**: Main Category (83.33%)
|
logs/run_20251001_160946/events.out.tfevents.1759324186.bitz-B760M-DS3H.2399449.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f283c370242af70de6b6b85b2a97ec262d1f55eaf418f761e6da75184325e2e
|
3 |
+
size 570
|
metadata.json
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"mlflow": {
|
3 |
+
"run_info": {
|
4 |
+
"run_id": "f8849c4236ec41f4bd0d0f24f05258ef",
|
5 |
+
"experiment_id": "13",
|
6 |
+
"experiment_name": "Multitask_Classification",
|
7 |
+
"start_time": "2025-07-14 12:31:56",
|
8 |
+
"end_time": "2025-07-14 12:32:00",
|
9 |
+
"status": "FINISHED",
|
10 |
+
"artifact_uri": "/opt/chl_ai/mlflow-shared/artifacts/13/f8849c4236ec41f4bd0d0f24f05258ef/artifacts"
|
11 |
+
},
|
12 |
+
"metrics": {
|
13 |
+
"eval_avg_acc": 0.7492899561063774,
|
14 |
+
"eval_sub_acc": 0.6158017041053447,
|
15 |
+
"eval_interv_acc": 0.6777691711851278,
|
16 |
+
"eval_priority_acc": 0.95429899302866,
|
17 |
+
"eval_runtime": 3.1621,
|
18 |
+
"eval_samples_per_second": 408.269,
|
19 |
+
"eval_steps_per_second": 25.616,
|
20 |
+
"epoch": 1.0
|
21 |
+
},
|
22 |
+
"params": {},
|
23 |
+
"tags": {
|
24 |
+
"mlflow.user": "rogendo",
|
25 |
+
"mlflow.source.name": "trainer_2.py",
|
26 |
+
"mlflow.source.type": "LOCAL",
|
27 |
+
"mlflow.runName": "MultitaskClassifierRun"
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"user": {},
|
31 |
+
"export": {
|
32 |
+
"method": "unknown",
|
33 |
+
"timestamp": "2025-10-01T16:09:47.245582",
|
34 |
+
"version": "1",
|
35 |
+
"mode": "metrics_only"
|
36 |
+
}
|
37 |
+
}
|