📊 TimesFM 2.5 200M Benchmark Report
Generated: 2026-06-29T13:05:32.950Z · Git: 32f6ac8e · Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz × 4
💻 System
CPU
Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz × 4
🧠 Model
⚡ Inference Latency
| Context | Batch | Patches | Avg (ms) | P50 (ms) | P99 (ms) | Throughput (seq/s) | Cold Start (ms) |
|---|
| 128 |
1 |
4 |
51.8 |
51.9 |
52.4 |
19.3 |
53.2 |
| 128 |
2 |
4 |
103.7 |
104.1 |
105.2 |
9.6 |
51.6 |
| 128 |
4 |
4 |
208.3 |
208.3 |
210.4 |
4.8 |
51.2 |
| 128 |
8 |
4 |
420.9 |
421.7 |
432.9 |
2.4 |
51.8 |
| 256 |
1 |
8 |
52.9 |
53 |
54.2 |
18.9 |
52.3 |
| 256 |
2 |
8 |
105.4 |
105.3 |
107 |
9.5 |
52.8 |
| 256 |
4 |
8 |
208.1 |
207.8 |
209.6 |
4.8 |
52 |
| 256 |
8 |
8 |
417.7 |
417.9 |
421.8 |
2.4 |
52.1 |
| 512 |
1 |
16 |
52.5 |
52.5 |
53.1 |
19.1 |
53.6 |
| 512 |
2 |
16 |
104.7 |
104.5 |
107.9 |
9.5 |
52.9 |
| 512 |
4 |
16 |
210.6 |
210.7 |
211.7 |
4.7 |
52.8 |
| 512 |
8 |
16 |
421.5 |
422.4 |
425 |
2.4 |
52 |
🎯 Prediction Accuracy
Full TimesFM pipeline with RevIN normalization, flip invariance, continuous quantile head
| Metric | Value |
|---|
| Naive MAE (no-change) | 87.7782 |
| Constant Mean MAE | 60.6676 |
| TimesFM MAE | 6.9042 |
| TimesFM RMSE | 8.4396 |
| Scaled MAE vs Naive | 0.0787 ✅ Better |
| Improvement vs Naive | 92.1% |
| Improvement vs Const Mean | 88.6% |
💾 Memory Footprint
| Metric | Value |
|---|
| RSS | 964 MB |
| Heap Used | 8.3 MB |
| Heap Total | 11.1 MB |
🔬 Memory Stability (100 iters)
Baseline heap: 7.3 MB ·
Final Δ: +1.2% ·
✅ Stable
| Iteration | Heap (MB) | Delta (MB) | Delta % |
|---|
| 1 |
7.3 |
0 |
0% |
| 25 |
7.4 |
+0.1 |
+1.4% |
| 50 |
7.4 |
+0.04 |
+0.5% |
| 75 |
7.3 |
-0.01 |
-0.1% |
| 100 |
7.4 |
+0.09 |
+1.2% |
📄 Raw JSON data ·
📝 Markdown version