Upload benchmark results for run 18104060704
Browse files
2025-09-29/18104060704/benchmark_results/Llama-2-7b-hf/Llama-2-7b-hf_benchmark_20250929_164813.json
ADDED
|
@@ -0,0 +1,1175 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "Llama-2-7b-hf",
|
| 3 |
+
"benchmark_scenarios": [
|
| 4 |
+
{
|
| 5 |
+
"scenario_name": "eager_eager_attn",
|
| 6 |
+
"metadata": {
|
| 7 |
+
"timestamp": "2025-09-29T16:42:12.003976",
|
| 8 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 9 |
+
"hardware_info": {
|
| 10 |
+
"gpu_name": "NVIDIA A10G",
|
| 11 |
+
"gpu_memory_total_mb": 23028,
|
| 12 |
+
"cpu_count": 16,
|
| 13 |
+
"memory_total_mb": 63607,
|
| 14 |
+
"python_version": "3.10.12",
|
| 15 |
+
"torch_version": "2.8.0+cu126",
|
| 16 |
+
"cuda_version": "12.6"
|
| 17 |
+
},
|
| 18 |
+
"config": {
|
| 19 |
+
"name": "eager",
|
| 20 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 21 |
+
"variant": "eager",
|
| 22 |
+
"warmup_iterations": 3,
|
| 23 |
+
"measurement_iterations": 5,
|
| 24 |
+
"num_tokens_to_generate": 100,
|
| 25 |
+
"device": "cuda",
|
| 26 |
+
"torch_dtype": "float16",
|
| 27 |
+
"compile_mode": null,
|
| 28 |
+
"compile_options": {},
|
| 29 |
+
"use_cache": true,
|
| 30 |
+
"batch_size": 1,
|
| 31 |
+
"sequence_length": null,
|
| 32 |
+
"attn_implementation": "eager",
|
| 33 |
+
"sdpa_backend": null,
|
| 34 |
+
"custom_params": {}
|
| 35 |
+
}
|
| 36 |
+
},
|
| 37 |
+
"measurements": {
|
| 38 |
+
"latency_seconds": {
|
| 39 |
+
"name": "latency_seconds",
|
| 40 |
+
"measurements": [
|
| 41 |
+
3.661336669921875,
|
| 42 |
+
3.648054931640625,
|
| 43 |
+
3.654614013671875,
|
| 44 |
+
3.64878955078125,
|
| 45 |
+
3.653759521484375
|
| 46 |
+
],
|
| 47 |
+
"mean": 3.6533109375,
|
| 48 |
+
"median": 3.653759521484375,
|
| 49 |
+
"std": 0.004782889324718939,
|
| 50 |
+
"min": 3.648054931640625,
|
| 51 |
+
"max": 3.661336669921875,
|
| 52 |
+
"p25": 3.64878955078125,
|
| 53 |
+
"p75": 3.654614013671875,
|
| 54 |
+
"p90": 3.658647607421875,
|
| 55 |
+
"p95": 3.659992138671875,
|
| 56 |
+
"p99": 3.6610677636718747,
|
| 57 |
+
"unit": "seconds"
|
| 58 |
+
},
|
| 59 |
+
"time_to_first_token_seconds": {
|
| 60 |
+
"name": "time_to_first_token_seconds",
|
| 61 |
+
"measurements": [
|
| 62 |
+
0.037605022430419924,
|
| 63 |
+
0.03722675323486328,
|
| 64 |
+
0.036994495391845704,
|
| 65 |
+
0.03845404815673828,
|
| 66 |
+
0.03704207992553711
|
| 67 |
+
],
|
| 68 |
+
"mean": 0.037464479827880856,
|
| 69 |
+
"median": 0.03722675323486328,
|
| 70 |
+
"std": 0.00053941054517856,
|
| 71 |
+
"min": 0.036994495391845704,
|
| 72 |
+
"max": 0.03845404815673828,
|
| 73 |
+
"p25": 0.03704207992553711,
|
| 74 |
+
"p75": 0.037605022430419924,
|
| 75 |
+
"p90": 0.03811443786621094,
|
| 76 |
+
"p95": 0.03828424301147461,
|
| 77 |
+
"p99": 0.03842008712768555,
|
| 78 |
+
"unit": "seconds"
|
| 79 |
+
},
|
| 80 |
+
"tokens_per_second": {
|
| 81 |
+
"name": "tokens_per_second",
|
| 82 |
+
"measurements": [
|
| 83 |
+
27.312429589310014,
|
| 84 |
+
27.41186793342155,
|
| 85 |
+
27.36267075699403,
|
| 86 |
+
27.406349039392747,
|
| 87 |
+
27.369069970804766
|
| 88 |
+
],
|
| 89 |
+
"mean": 27.372477457984623,
|
| 90 |
+
"median": 27.369069970804766,
|
| 91 |
+
"std": 0.03581179266051129,
|
| 92 |
+
"min": 27.312429589310014,
|
| 93 |
+
"max": 27.41186793342155,
|
| 94 |
+
"p25": 27.36267075699403,
|
| 95 |
+
"p75": 27.406349039392747,
|
| 96 |
+
"p90": 27.40966037581003,
|
| 97 |
+
"p95": 27.41076415461579,
|
| 98 |
+
"p99": 27.4116471776604,
|
| 99 |
+
"unit": "tokens/sec"
|
| 100 |
+
},
|
| 101 |
+
"time_per_output_token_seconds": {
|
| 102 |
+
"name": "time_per_output_token_seconds",
|
| 103 |
+
"measurements": [
|
| 104 |
+
0.03661336669921875,
|
| 105 |
+
0.03648054931640625,
|
| 106 |
+
0.03654614013671875,
|
| 107 |
+
0.0364878955078125,
|
| 108 |
+
0.03653759521484375
|
| 109 |
+
],
|
| 110 |
+
"mean": 0.036533109375,
|
| 111 |
+
"median": 0.03653759521484375,
|
| 112 |
+
"std": 4.782889324718928e-05,
|
| 113 |
+
"min": 0.03648054931640625,
|
| 114 |
+
"max": 0.03661336669921875,
|
| 115 |
+
"p25": 0.0364878955078125,
|
| 116 |
+
"p75": 0.03654614013671875,
|
| 117 |
+
"p90": 0.03658647607421875,
|
| 118 |
+
"p95": 0.03659992138671875,
|
| 119 |
+
"p99": 0.03661067763671875,
|
| 120 |
+
"unit": "seconds/token"
|
| 121 |
+
}
|
| 122 |
+
},
|
| 123 |
+
"gpu_metrics": {
|
| 124 |
+
"gpu_utilization_mean": 90.8913043478261,
|
| 125 |
+
"gpu_utilization_max": 93,
|
| 126 |
+
"gpu_utilization_min": 87,
|
| 127 |
+
"gpu_memory_used_mean": 13253,
|
| 128 |
+
"gpu_memory_used_max": 13253,
|
| 129 |
+
"gpu_memory_used_min": 13253,
|
| 130 |
+
"sample_count": 92,
|
| 131 |
+
"gpu_monitoring_status": "success"
|
| 132 |
+
}
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"scenario_name": "compiled_compile_max-autotune_eager_attn",
|
| 136 |
+
"metadata": {
|
| 137 |
+
"timestamp": "2025-09-29T16:42:47.355972",
|
| 138 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 139 |
+
"hardware_info": {
|
| 140 |
+
"gpu_name": "NVIDIA A10G",
|
| 141 |
+
"gpu_memory_total_mb": 23028,
|
| 142 |
+
"cpu_count": 16,
|
| 143 |
+
"memory_total_mb": 63607,
|
| 144 |
+
"python_version": "3.10.12",
|
| 145 |
+
"torch_version": "2.8.0+cu126",
|
| 146 |
+
"cuda_version": "12.6"
|
| 147 |
+
},
|
| 148 |
+
"config": {
|
| 149 |
+
"name": "compiled",
|
| 150 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 151 |
+
"variant": "compiled",
|
| 152 |
+
"warmup_iterations": 3,
|
| 153 |
+
"measurement_iterations": 5,
|
| 154 |
+
"num_tokens_to_generate": 100,
|
| 155 |
+
"device": "cuda",
|
| 156 |
+
"torch_dtype": "float16",
|
| 157 |
+
"compile_mode": "max-autotune",
|
| 158 |
+
"compile_options": {},
|
| 159 |
+
"use_cache": true,
|
| 160 |
+
"batch_size": 1,
|
| 161 |
+
"sequence_length": null,
|
| 162 |
+
"attn_implementation": "eager",
|
| 163 |
+
"sdpa_backend": null,
|
| 164 |
+
"custom_params": {}
|
| 165 |
+
}
|
| 166 |
+
},
|
| 167 |
+
"measurements": {
|
| 168 |
+
"latency_seconds": {
|
| 169 |
+
"name": "latency_seconds",
|
| 170 |
+
"measurements": [
|
| 171 |
+
7.8291669921875,
|
| 172 |
+
7.8788349609375,
|
| 173 |
+
7.8329775390625,
|
| 174 |
+
7.8891591796875,
|
| 175 |
+
7.920875
|
| 176 |
+
],
|
| 177 |
+
"mean": 7.870202734375001,
|
| 178 |
+
"median": 7.8788349609375,
|
| 179 |
+
"std": 0.034845912129876526,
|
| 180 |
+
"min": 7.8291669921875,
|
| 181 |
+
"max": 7.920875,
|
| 182 |
+
"p25": 7.8329775390625,
|
| 183 |
+
"p75": 7.8891591796875,
|
| 184 |
+
"p90": 7.908188671875,
|
| 185 |
+
"p95": 7.9145318359375,
|
| 186 |
+
"p99": 7.9196063671875,
|
| 187 |
+
"unit": "seconds"
|
| 188 |
+
},
|
| 189 |
+
"time_to_first_token_seconds": {
|
| 190 |
+
"name": "time_to_first_token_seconds",
|
| 191 |
+
"measurements": [
|
| 192 |
+
0.03889273452758789,
|
| 193 |
+
0.03868675231933594,
|
| 194 |
+
0.037978111267089845,
|
| 195 |
+
0.03811388778686523,
|
| 196 |
+
0.038766239166259764
|
| 197 |
+
],
|
| 198 |
+
"mean": 0.03848754501342773,
|
| 199 |
+
"median": 0.03868675231933594,
|
| 200 |
+
"std": 0.0003689647649317064,
|
| 201 |
+
"min": 0.037978111267089845,
|
| 202 |
+
"max": 0.03889273452758789,
|
| 203 |
+
"p25": 0.03811388778686523,
|
| 204 |
+
"p75": 0.038766239166259764,
|
| 205 |
+
"p90": 0.03884213638305664,
|
| 206 |
+
"p95": 0.038867435455322265,
|
| 207 |
+
"p99": 0.038887674713134764,
|
| 208 |
+
"unit": "seconds"
|
| 209 |
+
},
|
| 210 |
+
"tokens_per_second": {
|
| 211 |
+
"name": "tokens_per_second",
|
| 212 |
+
"measurements": [
|
| 213 |
+
12.772750932479422,
|
| 214 |
+
12.69223184592523,
|
| 215 |
+
12.766537309893605,
|
| 216 |
+
12.675622043154304,
|
| 217 |
+
12.62486783341487
|
| 218 |
+
],
|
| 219 |
+
"mean": 12.706401992973486,
|
| 220 |
+
"median": 12.69223184592523,
|
| 221 |
+
"std": 0.056239586890047544,
|
| 222 |
+
"min": 12.62486783341487,
|
| 223 |
+
"max": 12.772750932479422,
|
| 224 |
+
"p25": 12.675622043154304,
|
| 225 |
+
"p75": 12.766537309893605,
|
| 226 |
+
"p90": 12.770265483445096,
|
| 227 |
+
"p95": 12.771508207962258,
|
| 228 |
+
"p99": 12.772502387575988,
|
| 229 |
+
"unit": "tokens/sec"
|
| 230 |
+
},
|
| 231 |
+
"time_per_output_token_seconds": {
|
| 232 |
+
"name": "time_per_output_token_seconds",
|
| 233 |
+
"measurements": [
|
| 234 |
+
0.078291669921875,
|
| 235 |
+
0.078788349609375,
|
| 236 |
+
0.078329775390625,
|
| 237 |
+
0.078891591796875,
|
| 238 |
+
0.07920875
|
| 239 |
+
],
|
| 240 |
+
"mean": 0.07870202734375,
|
| 241 |
+
"median": 0.078788349609375,
|
| 242 |
+
"std": 0.0003484591212987653,
|
| 243 |
+
"min": 0.078291669921875,
|
| 244 |
+
"max": 0.07920875,
|
| 245 |
+
"p25": 0.078329775390625,
|
| 246 |
+
"p75": 0.078891591796875,
|
| 247 |
+
"p90": 0.07908188671875,
|
| 248 |
+
"p95": 0.079145318359375,
|
| 249 |
+
"p99": 0.079196063671875,
|
| 250 |
+
"unit": "seconds/token"
|
| 251 |
+
}
|
| 252 |
+
},
|
| 253 |
+
"gpu_metrics": {
|
| 254 |
+
"gpu_utilization_mean": 44.57058823529412,
|
| 255 |
+
"gpu_utilization_max": 94,
|
| 256 |
+
"gpu_utilization_min": 0,
|
| 257 |
+
"gpu_memory_used_mean": 13629.470588235294,
|
| 258 |
+
"gpu_memory_used_max": 13777,
|
| 259 |
+
"gpu_memory_used_min": 13415,
|
| 260 |
+
"sample_count": 170,
|
| 261 |
+
"gpu_monitoring_status": "success"
|
| 262 |
+
}
|
| 263 |
+
},
|
| 264 |
+
{
|
| 265 |
+
"scenario_name": "eager_sdpa_default",
|
| 266 |
+
"metadata": {
|
| 267 |
+
"timestamp": "2025-09-29T16:44:14.963757",
|
| 268 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 269 |
+
"hardware_info": {
|
| 270 |
+
"gpu_name": "NVIDIA A10G",
|
| 271 |
+
"gpu_memory_total_mb": 23028,
|
| 272 |
+
"cpu_count": 16,
|
| 273 |
+
"memory_total_mb": 63607,
|
| 274 |
+
"python_version": "3.10.12",
|
| 275 |
+
"torch_version": "2.8.0+cu126",
|
| 276 |
+
"cuda_version": "12.6"
|
| 277 |
+
},
|
| 278 |
+
"config": {
|
| 279 |
+
"name": "eager",
|
| 280 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 281 |
+
"variant": "eager",
|
| 282 |
+
"warmup_iterations": 3,
|
| 283 |
+
"measurement_iterations": 5,
|
| 284 |
+
"num_tokens_to_generate": 100,
|
| 285 |
+
"device": "cuda",
|
| 286 |
+
"torch_dtype": "float16",
|
| 287 |
+
"compile_mode": null,
|
| 288 |
+
"compile_options": {},
|
| 289 |
+
"use_cache": true,
|
| 290 |
+
"batch_size": 1,
|
| 291 |
+
"sequence_length": null,
|
| 292 |
+
"attn_implementation": "sdpa",
|
| 293 |
+
"sdpa_backend": null,
|
| 294 |
+
"custom_params": {}
|
| 295 |
+
}
|
| 296 |
+
},
|
| 297 |
+
"measurements": {
|
| 298 |
+
"latency_seconds": {
|
| 299 |
+
"name": "latency_seconds",
|
| 300 |
+
"measurements": [
|
| 301 |
+
3.408482666015625,
|
| 302 |
+
3.41104443359375,
|
| 303 |
+
3.410935791015625,
|
| 304 |
+
3.409746826171875,
|
| 305 |
+
3.40982861328125
|
| 306 |
+
],
|
| 307 |
+
"mean": 3.4100076660156247,
|
| 308 |
+
"median": 3.40982861328125,
|
| 309 |
+
"std": 0.000934026266488331,
|
| 310 |
+
"min": 3.408482666015625,
|
| 311 |
+
"max": 3.41104443359375,
|
| 312 |
+
"p25": 3.409746826171875,
|
| 313 |
+
"p75": 3.410935791015625,
|
| 314 |
+
"p90": 3.4110009765625002,
|
| 315 |
+
"p95": 3.411022705078125,
|
| 316 |
+
"p99": 3.4110400878906253,
|
| 317 |
+
"unit": "seconds"
|
| 318 |
+
},
|
| 319 |
+
"time_to_first_token_seconds": {
|
| 320 |
+
"name": "time_to_first_token_seconds",
|
| 321 |
+
"measurements": [
|
| 322 |
+
0.035171585083007814,
|
| 323 |
+
0.03461676788330078,
|
| 324 |
+
0.03459721755981445,
|
| 325 |
+
0.034598655700683593,
|
| 326 |
+
0.034590625762939455
|
| 327 |
+
],
|
| 328 |
+
"mean": 0.03471497039794922,
|
| 329 |
+
"median": 0.034598655700683593,
|
| 330 |
+
"std": 0.00022847193807508856,
|
| 331 |
+
"min": 0.034590625762939455,
|
| 332 |
+
"max": 0.035171585083007814,
|
| 333 |
+
"p25": 0.03459721755981445,
|
| 334 |
+
"p75": 0.03461676788330078,
|
| 335 |
+
"p90": 0.034949658203125,
|
| 336 |
+
"p95": 0.035060621643066406,
|
| 337 |
+
"p99": 0.03514939239501953,
|
| 338 |
+
"unit": "seconds"
|
| 339 |
+
},
|
| 340 |
+
"tokens_per_second": {
|
| 341 |
+
"name": "tokens_per_second",
|
| 342 |
+
"measurements": [
|
| 343 |
+
29.33856786101713,
|
| 344 |
+
29.31653396688348,
|
| 345 |
+
29.317467735217747,
|
| 346 |
+
29.327690616921863,
|
| 347 |
+
29.326987171877484
|
| 348 |
+
],
|
| 349 |
+
"mean": 29.32544947038354,
|
| 350 |
+
"median": 29.326987171877484,
|
| 351 |
+
"std": 0.008033352169830449,
|
| 352 |
+
"min": 29.31653396688348,
|
| 353 |
+
"max": 29.33856786101713,
|
| 354 |
+
"p25": 29.317467735217747,
|
| 355 |
+
"p75": 29.327690616921863,
|
| 356 |
+
"p90": 29.334216963379024,
|
| 357 |
+
"p95": 29.336392412198077,
|
| 358 |
+
"p99": 29.338132771253317,
|
| 359 |
+
"unit": "tokens/sec"
|
| 360 |
+
},
|
| 361 |
+
"time_per_output_token_seconds": {
|
| 362 |
+
"name": "time_per_output_token_seconds",
|
| 363 |
+
"measurements": [
|
| 364 |
+
0.03408482666015625,
|
| 365 |
+
0.034110444335937504,
|
| 366 |
+
0.03410935791015625,
|
| 367 |
+
0.03409746826171875,
|
| 368 |
+
0.034098286132812496
|
| 369 |
+
],
|
| 370 |
+
"mean": 0.03410007666015625,
|
| 371 |
+
"median": 0.034098286132812496,
|
| 372 |
+
"std": 9.340262664885055e-06,
|
| 373 |
+
"min": 0.03408482666015625,
|
| 374 |
+
"max": 0.034110444335937504,
|
| 375 |
+
"p25": 0.03409746826171875,
|
| 376 |
+
"p75": 0.03410935791015625,
|
| 377 |
+
"p90": 0.034110009765625005,
|
| 378 |
+
"p95": 0.034110227050781254,
|
| 379 |
+
"p99": 0.03411040087890625,
|
| 380 |
+
"unit": "seconds/token"
|
| 381 |
+
}
|
| 382 |
+
},
|
| 383 |
+
"gpu_metrics": {
|
| 384 |
+
"gpu_utilization_mean": 96.8953488372093,
|
| 385 |
+
"gpu_utilization_max": 98,
|
| 386 |
+
"gpu_utilization_min": 95,
|
| 387 |
+
"gpu_memory_used_mean": 13849,
|
| 388 |
+
"gpu_memory_used_max": 13849,
|
| 389 |
+
"gpu_memory_used_min": 13849,
|
| 390 |
+
"sample_count": 86,
|
| 391 |
+
"gpu_monitoring_status": "success"
|
| 392 |
+
}
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"scenario_name": "eager_sdpa_math",
|
| 396 |
+
"metadata": {
|
| 397 |
+
"timestamp": "2025-09-29T16:44:47.454880",
|
| 398 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 399 |
+
"hardware_info": {
|
| 400 |
+
"gpu_name": "NVIDIA A10G",
|
| 401 |
+
"gpu_memory_total_mb": 23028,
|
| 402 |
+
"cpu_count": 16,
|
| 403 |
+
"memory_total_mb": 63607,
|
| 404 |
+
"python_version": "3.10.12",
|
| 405 |
+
"torch_version": "2.8.0+cu126",
|
| 406 |
+
"cuda_version": "12.6"
|
| 407 |
+
},
|
| 408 |
+
"config": {
|
| 409 |
+
"name": "eager",
|
| 410 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 411 |
+
"variant": "eager",
|
| 412 |
+
"warmup_iterations": 3,
|
| 413 |
+
"measurement_iterations": 5,
|
| 414 |
+
"num_tokens_to_generate": 100,
|
| 415 |
+
"device": "cuda",
|
| 416 |
+
"torch_dtype": "float16",
|
| 417 |
+
"compile_mode": null,
|
| 418 |
+
"compile_options": {},
|
| 419 |
+
"use_cache": true,
|
| 420 |
+
"batch_size": 1,
|
| 421 |
+
"sequence_length": null,
|
| 422 |
+
"attn_implementation": "sdpa",
|
| 423 |
+
"sdpa_backend": "math",
|
| 424 |
+
"custom_params": {}
|
| 425 |
+
}
|
| 426 |
+
},
|
| 427 |
+
"measurements": {
|
| 428 |
+
"latency_seconds": {
|
| 429 |
+
"name": "latency_seconds",
|
| 430 |
+
"measurements": [
|
| 431 |
+
3.53882763671875,
|
| 432 |
+
3.55037255859375,
|
| 433 |
+
3.5365849609375,
|
| 434 |
+
3.537248291015625,
|
| 435 |
+
3.544261474609375
|
| 436 |
+
],
|
| 437 |
+
"mean": 3.541458984375,
|
| 438 |
+
"median": 3.53882763671875,
|
| 439 |
+
"std": 0.0052099096036488605,
|
| 440 |
+
"min": 3.5365849609375,
|
| 441 |
+
"max": 3.55037255859375,
|
| 442 |
+
"p25": 3.537248291015625,
|
| 443 |
+
"p75": 3.544261474609375,
|
| 444 |
+
"p90": 3.547928125,
|
| 445 |
+
"p95": 3.549150341796875,
|
| 446 |
+
"p99": 3.550128115234375,
|
| 447 |
+
"unit": "seconds"
|
| 448 |
+
},
|
| 449 |
+
"time_to_first_token_seconds": {
|
| 450 |
+
"name": "time_to_first_token_seconds",
|
| 451 |
+
"measurements": [
|
| 452 |
+
0.040119007110595704,
|
| 453 |
+
0.0398131217956543,
|
| 454 |
+
0.03785382461547852,
|
| 455 |
+
0.03930243301391602,
|
| 456 |
+
0.03807964706420899
|
| 457 |
+
],
|
| 458 |
+
"mean": 0.039033606719970707,
|
| 459 |
+
"median": 0.03930243301391602,
|
| 460 |
+
"std": 0.0009121326851291216,
|
| 461 |
+
"min": 0.03785382461547852,
|
| 462 |
+
"max": 0.040119007110595704,
|
| 463 |
+
"p25": 0.03807964706420899,
|
| 464 |
+
"p75": 0.0398131217956543,
|
| 465 |
+
"p90": 0.039996652984619144,
|
| 466 |
+
"p95": 0.04005783004760742,
|
| 467 |
+
"p99": 0.04010677169799805,
|
| 468 |
+
"unit": "seconds"
|
| 469 |
+
},
|
| 470 |
+
"tokens_per_second": {
|
| 471 |
+
"name": "tokens_per_second",
|
| 472 |
+
"measurements": [
|
| 473 |
+
28.257945926047245,
|
| 474 |
+
28.166058167036002,
|
| 475 |
+
28.275865306369276,
|
| 476 |
+
28.270562814036364,
|
| 477 |
+
28.21462262770027
|
| 478 |
+
],
|
| 479 |
+
"mean": 28.237010968237833,
|
| 480 |
+
"median": 28.257945926047245,
|
| 481 |
+
"std": 0.0414950507820275,
|
| 482 |
+
"min": 28.166058167036002,
|
| 483 |
+
"max": 28.275865306369276,
|
| 484 |
+
"p25": 28.21462262770027,
|
| 485 |
+
"p75": 28.270562814036364,
|
| 486 |
+
"p90": 28.27374430943611,
|
| 487 |
+
"p95": 28.274804807902694,
|
| 488 |
+
"p99": 28.27565320667596,
|
| 489 |
+
"unit": "tokens/sec"
|
| 490 |
+
},
|
| 491 |
+
"time_per_output_token_seconds": {
|
| 492 |
+
"name": "time_per_output_token_seconds",
|
| 493 |
+
"measurements": [
|
| 494 |
+
0.0353882763671875,
|
| 495 |
+
0.0355037255859375,
|
| 496 |
+
0.035365849609375,
|
| 497 |
+
0.035372482910156246,
|
| 498 |
+
0.035442614746093754
|
| 499 |
+
],
|
| 500 |
+
"mean": 0.03541458984375,
|
| 501 |
+
"median": 0.0353882763671875,
|
| 502 |
+
"std": 5.209909603649076e-05,
|
| 503 |
+
"min": 0.035365849609375,
|
| 504 |
+
"max": 0.0355037255859375,
|
| 505 |
+
"p25": 0.035372482910156246,
|
| 506 |
+
"p75": 0.035442614746093754,
|
| 507 |
+
"p90": 0.03547928125,
|
| 508 |
+
"p95": 0.03549150341796875,
|
| 509 |
+
"p99": 0.03550128115234375,
|
| 510 |
+
"unit": "seconds/token"
|
| 511 |
+
}
|
| 512 |
+
},
|
| 513 |
+
"gpu_metrics": {
|
| 514 |
+
"gpu_utilization_mean": 96.12359550561797,
|
| 515 |
+
"gpu_utilization_max": 98,
|
| 516 |
+
"gpu_utilization_min": 90,
|
| 517 |
+
"gpu_memory_used_mean": 13849,
|
| 518 |
+
"gpu_memory_used_max": 13849,
|
| 519 |
+
"gpu_memory_used_min": 13849,
|
| 520 |
+
"sample_count": 89,
|
| 521 |
+
"gpu_monitoring_status": "success"
|
| 522 |
+
}
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"scenario_name": "eager_sdpa_flash_attention",
|
| 526 |
+
"metadata": {
|
| 527 |
+
"timestamp": "2025-09-29T16:45:21.024613",
|
| 528 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 529 |
+
"hardware_info": {
|
| 530 |
+
"gpu_name": "NVIDIA A10G",
|
| 531 |
+
"gpu_memory_total_mb": 23028,
|
| 532 |
+
"cpu_count": 16,
|
| 533 |
+
"memory_total_mb": 63607,
|
| 534 |
+
"python_version": "3.10.12",
|
| 535 |
+
"torch_version": "2.8.0+cu126",
|
| 536 |
+
"cuda_version": "12.6"
|
| 537 |
+
},
|
| 538 |
+
"config": {
|
| 539 |
+
"name": "eager",
|
| 540 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 541 |
+
"variant": "eager",
|
| 542 |
+
"warmup_iterations": 3,
|
| 543 |
+
"measurement_iterations": 5,
|
| 544 |
+
"num_tokens_to_generate": 100,
|
| 545 |
+
"device": "cuda",
|
| 546 |
+
"torch_dtype": "float16",
|
| 547 |
+
"compile_mode": null,
|
| 548 |
+
"compile_options": {},
|
| 549 |
+
"use_cache": true,
|
| 550 |
+
"batch_size": 1,
|
| 551 |
+
"sequence_length": null,
|
| 552 |
+
"attn_implementation": "sdpa",
|
| 553 |
+
"sdpa_backend": "flash_attention",
|
| 554 |
+
"custom_params": {}
|
| 555 |
+
}
|
| 556 |
+
},
|
| 557 |
+
"measurements": {
|
| 558 |
+
"latency_seconds": {
|
| 559 |
+
"name": "latency_seconds",
|
| 560 |
+
"measurements": [
|
| 561 |
+
3.411535400390625,
|
| 562 |
+
3.40937451171875,
|
| 563 |
+
3.408629638671875,
|
| 564 |
+
3.41137646484375,
|
| 565 |
+
3.4079775390625
|
| 566 |
+
],
|
| 567 |
+
"mean": 3.4097787109374997,
|
| 568 |
+
"median": 3.40937451171875,
|
| 569 |
+
"std": 0.0014399124683824101,
|
| 570 |
+
"min": 3.4079775390625,
|
| 571 |
+
"max": 3.411535400390625,
|
| 572 |
+
"p25": 3.408629638671875,
|
| 573 |
+
"p75": 3.41137646484375,
|
| 574 |
+
"p90": 3.411471826171875,
|
| 575 |
+
"p95": 3.41150361328125,
|
| 576 |
+
"p99": 3.4115290429687497,
|
| 577 |
+
"unit": "seconds"
|
| 578 |
+
},
|
| 579 |
+
"time_to_first_token_seconds": {
|
| 580 |
+
"name": "time_to_first_token_seconds",
|
| 581 |
+
"measurements": [
|
| 582 |
+
0.03525049591064453,
|
| 583 |
+
0.03467919921875,
|
| 584 |
+
0.03463555145263672,
|
| 585 |
+
0.0346530876159668,
|
| 586 |
+
0.034616798400878904
|
| 587 |
+
],
|
| 588 |
+
"mean": 0.03476702651977539,
|
| 589 |
+
"median": 0.0346530876159668,
|
| 590 |
+
"std": 0.00024260772514500932,
|
| 591 |
+
"min": 0.034616798400878904,
|
| 592 |
+
"max": 0.03525049591064453,
|
| 593 |
+
"p25": 0.03463555145263672,
|
| 594 |
+
"p75": 0.03467919921875,
|
| 595 |
+
"p90": 0.03502197723388672,
|
| 596 |
+
"p95": 0.035136236572265625,
|
| 597 |
+
"p99": 0.03522764404296875,
|
| 598 |
+
"unit": "seconds"
|
| 599 |
+
},
|
| 600 |
+
"tokens_per_second": {
|
| 601 |
+
"name": "tokens_per_second",
|
| 602 |
+
"measurements": [
|
| 603 |
+
29.312314915023272,
|
| 604 |
+
29.330893293264964,
|
| 605 |
+
29.337302846126637,
|
| 606 |
+
29.313680571628222,
|
| 607 |
+
29.34291639360657
|
| 608 |
+
],
|
| 609 |
+
"mean": 29.327421603929935,
|
| 610 |
+
"median": 29.330893293264964,
|
| 611 |
+
"std": 0.012383925869863354,
|
| 612 |
+
"min": 29.312314915023272,
|
| 613 |
+
"max": 29.34291639360657,
|
| 614 |
+
"p25": 29.313680571628222,
|
| 615 |
+
"p75": 29.337302846126637,
|
| 616 |
+
"p90": 29.340670974614596,
|
| 617 |
+
"p95": 29.34179368411058,
|
| 618 |
+
"p99": 29.34269185170737,
|
| 619 |
+
"unit": "tokens/sec"
|
| 620 |
+
},
|
| 621 |
+
"time_per_output_token_seconds": {
|
| 622 |
+
"name": "time_per_output_token_seconds",
|
| 623 |
+
"measurements": [
|
| 624 |
+
0.03411535400390625,
|
| 625 |
+
0.034093745117187504,
|
| 626 |
+
0.03408629638671875,
|
| 627 |
+
0.034113764648437496,
|
| 628 |
+
0.034079775390625
|
| 629 |
+
],
|
| 630 |
+
"mean": 0.034097787109375,
|
| 631 |
+
"median": 0.034093745117187504,
|
| 632 |
+
"std": 1.4399124683823815e-05,
|
| 633 |
+
"min": 0.034079775390625,
|
| 634 |
+
"max": 0.03411535400390625,
|
| 635 |
+
"p25": 0.03408629638671875,
|
| 636 |
+
"p75": 0.034113764648437496,
|
| 637 |
+
"p90": 0.034114718261718746,
|
| 638 |
+
"p95": 0.0341150361328125,
|
| 639 |
+
"p99": 0.0341152904296875,
|
| 640 |
+
"unit": "seconds/token"
|
| 641 |
+
}
|
| 642 |
+
},
|
| 643 |
+
"gpu_metrics": {
|
| 644 |
+
"gpu_utilization_mean": 96.95348837209302,
|
| 645 |
+
"gpu_utilization_max": 98,
|
| 646 |
+
"gpu_utilization_min": 94,
|
| 647 |
+
"gpu_memory_used_mean": 13849,
|
| 648 |
+
"gpu_memory_used_max": 13849,
|
| 649 |
+
"gpu_memory_used_min": 13849,
|
| 650 |
+
"sample_count": 86,
|
| 651 |
+
"gpu_monitoring_status": "success"
|
| 652 |
+
}
|
| 653 |
+
},
|
| 654 |
+
{
|
| 655 |
+
"scenario_name": "eager_sdpa_efficient_attention",
|
| 656 |
+
"metadata": {
|
| 657 |
+
"timestamp": "2025-09-29T16:45:53.543085",
|
| 658 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 659 |
+
"hardware_info": {
|
| 660 |
+
"gpu_name": "NVIDIA A10G",
|
| 661 |
+
"gpu_memory_total_mb": 23028,
|
| 662 |
+
"cpu_count": 16,
|
| 663 |
+
"memory_total_mb": 63607,
|
| 664 |
+
"python_version": "3.10.12",
|
| 665 |
+
"torch_version": "2.8.0+cu126",
|
| 666 |
+
"cuda_version": "12.6"
|
| 667 |
+
},
|
| 668 |
+
"config": {
|
| 669 |
+
"name": "eager",
|
| 670 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 671 |
+
"variant": "eager",
|
| 672 |
+
"warmup_iterations": 3,
|
| 673 |
+
"measurement_iterations": 5,
|
| 674 |
+
"num_tokens_to_generate": 100,
|
| 675 |
+
"device": "cuda",
|
| 676 |
+
"torch_dtype": "float16",
|
| 677 |
+
"compile_mode": null,
|
| 678 |
+
"compile_options": {},
|
| 679 |
+
"use_cache": true,
|
| 680 |
+
"batch_size": 1,
|
| 681 |
+
"sequence_length": null,
|
| 682 |
+
"attn_implementation": "sdpa",
|
| 683 |
+
"sdpa_backend": "efficient_attention",
|
| 684 |
+
"custom_params": {}
|
| 685 |
+
}
|
| 686 |
+
},
|
| 687 |
+
"measurements": {
|
| 688 |
+
"latency_seconds": {
|
| 689 |
+
"name": "latency_seconds",
|
| 690 |
+
"measurements": [
|
| 691 |
+
3.408671875,
|
| 692 |
+
3.407046630859375,
|
| 693 |
+
3.410819091796875,
|
| 694 |
+
3.412315673828125,
|
| 695 |
+
3.40947900390625
|
| 696 |
+
],
|
| 697 |
+
"mean": 3.409666455078125,
|
| 698 |
+
"median": 3.40947900390625,
|
| 699 |
+
"std": 0.0018019288444081195,
|
| 700 |
+
"min": 3.407046630859375,
|
| 701 |
+
"max": 3.412315673828125,
|
| 702 |
+
"p25": 3.408671875,
|
| 703 |
+
"p75": 3.410819091796875,
|
| 704 |
+
"p90": 3.411717041015625,
|
| 705 |
+
"p95": 3.4120163574218747,
|
| 706 |
+
"p99": 3.412255810546875,
|
| 707 |
+
"unit": "seconds"
|
| 708 |
+
},
|
| 709 |
+
"time_to_first_token_seconds": {
|
| 710 |
+
"name": "time_to_first_token_seconds",
|
| 711 |
+
"measurements": [
|
| 712 |
+
0.03530451202392578,
|
| 713 |
+
0.03477344131469726,
|
| 714 |
+
0.03475820922851563,
|
| 715 |
+
0.03476643371582031,
|
| 716 |
+
0.03474630355834961
|
| 717 |
+
],
|
| 718 |
+
"mean": 0.03486977996826172,
|
| 719 |
+
"median": 0.03476643371582031,
|
| 720 |
+
"std": 0.0002175536706463349,
|
| 721 |
+
"min": 0.03474630355834961,
|
| 722 |
+
"max": 0.03530451202392578,
|
| 723 |
+
"p25": 0.03475820922851563,
|
| 724 |
+
"p75": 0.03477344131469726,
|
| 725 |
+
"p90": 0.03509208374023438,
|
| 726 |
+
"p95": 0.03519829788208008,
|
| 727 |
+
"p99": 0.03528326919555664,
|
| 728 |
+
"unit": "seconds"
|
| 729 |
+
},
|
| 730 |
+
"tokens_per_second": {
|
| 731 |
+
"name": "tokens_per_second",
|
| 732 |
+
"measurements": [
|
| 733 |
+
29.33693933212624,
|
| 734 |
+
29.35093376599208,
|
| 735 |
+
29.318470815559547,
|
| 736 |
+
29.30561224654062,
|
| 737 |
+
29.329994373166606
|
| 738 |
+
],
|
| 739 |
+
"mean": 29.328390106677016,
|
| 740 |
+
"median": 29.329994373166606,
|
| 741 |
+
"std": 0.015499049975604157,
|
| 742 |
+
"min": 29.30561224654062,
|
| 743 |
+
"max": 29.35093376599208,
|
| 744 |
+
"p25": 29.318470815559547,
|
| 745 |
+
"p75": 29.33693933212624,
|
| 746 |
+
"p90": 29.345335992445744,
|
| 747 |
+
"p95": 29.348134879218915,
|
| 748 |
+
"p99": 29.350373988637447,
|
| 749 |
+
"unit": "tokens/sec"
|
| 750 |
+
},
|
| 751 |
+
"time_per_output_token_seconds": {
|
| 752 |
+
"name": "time_per_output_token_seconds",
|
| 753 |
+
"measurements": [
|
| 754 |
+
0.03408671875,
|
| 755 |
+
0.034070466308593755,
|
| 756 |
+
0.03410819091796875,
|
| 757 |
+
0.03412315673828125,
|
| 758 |
+
0.0340947900390625
|
| 759 |
+
],
|
| 760 |
+
"mean": 0.03409666455078125,
|
| 761 |
+
"median": 0.0340947900390625,
|
| 762 |
+
"std": 1.8019288444080966e-05,
|
| 763 |
+
"min": 0.034070466308593755,
|
| 764 |
+
"max": 0.03412315673828125,
|
| 765 |
+
"p25": 0.03408671875,
|
| 766 |
+
"p75": 0.03410819091796875,
|
| 767 |
+
"p90": 0.03411717041015625,
|
| 768 |
+
"p95": 0.03412016357421875,
|
| 769 |
+
"p99": 0.03412255810546875,
|
| 770 |
+
"unit": "seconds/token"
|
| 771 |
+
}
|
| 772 |
+
},
|
| 773 |
+
"gpu_metrics": {
|
| 774 |
+
"gpu_utilization_mean": 96.8953488372093,
|
| 775 |
+
"gpu_utilization_max": 98,
|
| 776 |
+
"gpu_utilization_min": 95,
|
| 777 |
+
"gpu_memory_used_mean": 13849,
|
| 778 |
+
"gpu_memory_used_max": 13849,
|
| 779 |
+
"gpu_memory_used_min": 13849,
|
| 780 |
+
"sample_count": 86,
|
| 781 |
+
"gpu_monitoring_status": "success"
|
| 782 |
+
}
|
| 783 |
+
},
|
| 784 |
+
{
|
| 785 |
+
"scenario_name": "compiled_compile_max-autotune_sdpa_default",
|
| 786 |
+
"metadata": {
|
| 787 |
+
"timestamp": "2025-09-29T16:46:26.212438",
|
| 788 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 789 |
+
"hardware_info": {
|
| 790 |
+
"gpu_name": "NVIDIA A10G",
|
| 791 |
+
"gpu_memory_total_mb": 23028,
|
| 792 |
+
"cpu_count": 16,
|
| 793 |
+
"memory_total_mb": 63607,
|
| 794 |
+
"python_version": "3.10.12",
|
| 795 |
+
"torch_version": "2.8.0+cu126",
|
| 796 |
+
"cuda_version": "12.6"
|
| 797 |
+
},
|
| 798 |
+
"config": {
|
| 799 |
+
"name": "compiled",
|
| 800 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 801 |
+
"variant": "compiled",
|
| 802 |
+
"warmup_iterations": 3,
|
| 803 |
+
"measurement_iterations": 5,
|
| 804 |
+
"num_tokens_to_generate": 100,
|
| 805 |
+
"device": "cuda",
|
| 806 |
+
"torch_dtype": "float16",
|
| 807 |
+
"compile_mode": "max-autotune",
|
| 808 |
+
"compile_options": {},
|
| 809 |
+
"use_cache": true,
|
| 810 |
+
"batch_size": 1,
|
| 811 |
+
"sequence_length": null,
|
| 812 |
+
"attn_implementation": "sdpa",
|
| 813 |
+
"sdpa_backend": null,
|
| 814 |
+
"custom_params": {}
|
| 815 |
+
}
|
| 816 |
+
},
|
| 817 |
+
"measurements": {
|
| 818 |
+
"latency_seconds": {
|
| 819 |
+
"name": "latency_seconds",
|
| 820 |
+
"measurements": [
|
| 821 |
+
3.69020556640625,
|
| 822 |
+
3.697838623046875,
|
| 823 |
+
3.6951767578125,
|
| 824 |
+
3.696549072265625,
|
| 825 |
+
3.697183349609375
|
| 826 |
+
],
|
| 827 |
+
"mean": 3.6953906738281246,
|
| 828 |
+
"median": 3.696549072265625,
|
| 829 |
+
"std": 0.0027378505369134074,
|
| 830 |
+
"min": 3.69020556640625,
|
| 831 |
+
"max": 3.697838623046875,
|
| 832 |
+
"p25": 3.6951767578125,
|
| 833 |
+
"p75": 3.697183349609375,
|
| 834 |
+
"p90": 3.697576513671875,
|
| 835 |
+
"p95": 3.697707568359375,
|
| 836 |
+
"p99": 3.697812412109375,
|
| 837 |
+
"unit": "seconds"
|
| 838 |
+
},
|
| 839 |
+
"time_to_first_token_seconds": {
|
| 840 |
+
"name": "time_to_first_token_seconds",
|
| 841 |
+
"measurements": [
|
| 842 |
+
0.03806732940673828,
|
| 843 |
+
0.037494144439697265,
|
| 844 |
+
0.03746252822875976,
|
| 845 |
+
0.03753551864624023,
|
| 846 |
+
0.037426910400390624
|
| 847 |
+
],
|
| 848 |
+
"mean": 0.03759728622436523,
|
| 849 |
+
"median": 0.037494144439697265,
|
| 850 |
+
"std": 0.00023773165271874627,
|
| 851 |
+
"min": 0.037426910400390624,
|
| 852 |
+
"max": 0.03806732940673828,
|
| 853 |
+
"p25": 0.03746252822875976,
|
| 854 |
+
"p75": 0.03753551864624023,
|
| 855 |
+
"p90": 0.03785460510253906,
|
| 856 |
+
"p95": 0.03796096725463867,
|
| 857 |
+
"p99": 0.038046056976318354,
|
| 858 |
+
"unit": "seconds"
|
| 859 |
+
},
|
| 860 |
+
"tokens_per_second": {
|
| 861 |
+
"name": "tokens_per_second",
|
| 862 |
+
"measurements": [
|
| 863 |
+
27.098761356372396,
|
| 864 |
+
27.042824253267142,
|
| 865 |
+
27.062304878535443,
|
| 866 |
+
27.052258213012095,
|
| 867 |
+
27.047617211238787
|
| 868 |
+
],
|
| 869 |
+
"mean": 27.060753182485172,
|
| 870 |
+
"median": 27.052258213012095,
|
| 871 |
+
"std": 0.0200658605233535,
|
| 872 |
+
"min": 27.042824253267142,
|
| 873 |
+
"max": 27.098761356372396,
|
| 874 |
+
"p25": 27.047617211238787,
|
| 875 |
+
"p75": 27.062304878535443,
|
| 876 |
+
"p90": 27.084178765237613,
|
| 877 |
+
"p95": 27.091470060805005,
|
| 878 |
+
"p99": 27.09730309725892,
|
| 879 |
+
"unit": "tokens/sec"
|
| 880 |
+
},
|
| 881 |
+
"time_per_output_token_seconds": {
|
| 882 |
+
"name": "time_per_output_token_seconds",
|
| 883 |
+
"measurements": [
|
| 884 |
+
0.0369020556640625,
|
| 885 |
+
0.03697838623046875,
|
| 886 |
+
0.036951767578124996,
|
| 887 |
+
0.03696549072265625,
|
| 888 |
+
0.03697183349609375
|
| 889 |
+
],
|
| 890 |
+
"mean": 0.03695390673828125,
|
| 891 |
+
"median": 0.03696549072265625,
|
| 892 |
+
"std": 2.7378505369133722e-05,
|
| 893 |
+
"min": 0.0369020556640625,
|
| 894 |
+
"max": 0.03697838623046875,
|
| 895 |
+
"p25": 0.036951767578124996,
|
| 896 |
+
"p75": 0.03697183349609375,
|
| 897 |
+
"p90": 0.03697576513671875,
|
| 898 |
+
"p95": 0.03697707568359375,
|
| 899 |
+
"p99": 0.03697812412109375,
|
| 900 |
+
"unit": "seconds/token"
|
| 901 |
+
}
|
| 902 |
+
},
|
| 903 |
+
"gpu_metrics": {
|
| 904 |
+
"gpu_utilization_mean": 90.38709677419355,
|
| 905 |
+
"gpu_utilization_max": 94,
|
| 906 |
+
"gpu_utilization_min": 86,
|
| 907 |
+
"gpu_memory_used_mean": 13845,
|
| 908 |
+
"gpu_memory_used_max": 13845,
|
| 909 |
+
"gpu_memory_used_min": 13845,
|
| 910 |
+
"sample_count": 93,
|
| 911 |
+
"gpu_monitoring_status": "success"
|
| 912 |
+
}
|
| 913 |
+
},
|
| 914 |
+
{
|
| 915 |
+
"scenario_name": "compiled_compile_max-autotune_sdpa_math",
|
| 916 |
+
"metadata": {
|
| 917 |
+
"timestamp": "2025-09-29T16:47:00.988692",
|
| 918 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 919 |
+
"hardware_info": {
|
| 920 |
+
"gpu_name": "NVIDIA A10G",
|
| 921 |
+
"gpu_memory_total_mb": 23028,
|
| 922 |
+
"cpu_count": 16,
|
| 923 |
+
"memory_total_mb": 63607,
|
| 924 |
+
"python_version": "3.10.12",
|
| 925 |
+
"torch_version": "2.8.0+cu126",
|
| 926 |
+
"cuda_version": "12.6"
|
| 927 |
+
},
|
| 928 |
+
"config": {
|
| 929 |
+
"name": "compiled",
|
| 930 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 931 |
+
"variant": "compiled",
|
| 932 |
+
"warmup_iterations": 3,
|
| 933 |
+
"measurement_iterations": 5,
|
| 934 |
+
"num_tokens_to_generate": 100,
|
| 935 |
+
"device": "cuda",
|
| 936 |
+
"torch_dtype": "float16",
|
| 937 |
+
"compile_mode": "max-autotune",
|
| 938 |
+
"compile_options": {},
|
| 939 |
+
"use_cache": true,
|
| 940 |
+
"batch_size": 1,
|
| 941 |
+
"sequence_length": null,
|
| 942 |
+
"attn_implementation": "sdpa",
|
| 943 |
+
"sdpa_backend": "math",
|
| 944 |
+
"custom_params": {}
|
| 945 |
+
}
|
| 946 |
+
},
|
| 947 |
+
"measurements": {
|
| 948 |
+
"latency_seconds": {
|
| 949 |
+
"name": "latency_seconds",
|
| 950 |
+
"measurements": [
|
| 951 |
+
3.88004736328125,
|
| 952 |
+
3.866556396484375,
|
| 953 |
+
3.893905517578125,
|
| 954 |
+
3.91741943359375,
|
| 955 |
+
3.92266064453125
|
| 956 |
+
],
|
| 957 |
+
"mean": 3.8961178710937503,
|
| 958 |
+
"median": 3.893905517578125,
|
| 959 |
+
"std": 0.021425741047657123,
|
| 960 |
+
"min": 3.866556396484375,
|
| 961 |
+
"max": 3.92266064453125,
|
| 962 |
+
"p25": 3.88004736328125,
|
| 963 |
+
"p75": 3.91741943359375,
|
| 964 |
+
"p90": 3.92056416015625,
|
| 965 |
+
"p95": 3.92161240234375,
|
| 966 |
+
"p99": 3.92245099609375,
|
| 967 |
+
"unit": "seconds"
|
| 968 |
+
},
|
| 969 |
+
"time_to_first_token_seconds": {
|
| 970 |
+
"name": "time_to_first_token_seconds",
|
| 971 |
+
"measurements": [
|
| 972 |
+
0.040627552032470704,
|
| 973 |
+
0.040252479553222656,
|
| 974 |
+
0.04049971389770508,
|
| 975 |
+
0.04100873565673828,
|
| 976 |
+
0.04105068969726562
|
| 977 |
+
],
|
| 978 |
+
"mean": 0.040687834167480466,
|
| 979 |
+
"median": 0.040627552032470704,
|
| 980 |
+
"std": 0.00030436777528536607,
|
| 981 |
+
"min": 0.040252479553222656,
|
| 982 |
+
"max": 0.04105068969726562,
|
| 983 |
+
"p25": 0.04049971389770508,
|
| 984 |
+
"p75": 0.04100873565673828,
|
| 985 |
+
"p90": 0.041033908081054685,
|
| 986 |
+
"p95": 0.04104229888916015,
|
| 987 |
+
"p99": 0.041049011535644525,
|
| 988 |
+
"unit": "seconds"
|
| 989 |
+
},
|
| 990 |
+
"tokens_per_second": {
|
| 991 |
+
"name": "tokens_per_second",
|
| 992 |
+
"measurements": [
|
| 993 |
+
25.772881265921644,
|
| 994 |
+
25.862806524928466,
|
| 995 |
+
25.681157272197133,
|
| 996 |
+
25.527008709471357,
|
| 997 |
+
25.492901135716213
|
| 998 |
+
],
|
| 999 |
+
"mean": 25.66735098164697,
|
| 1000 |
+
"median": 25.681157272197133,
|
| 1001 |
+
"std": 0.14117990371295233,
|
| 1002 |
+
"min": 25.492901135716213,
|
| 1003 |
+
"max": 25.862806524928466,
|
| 1004 |
+
"p25": 25.527008709471357,
|
| 1005 |
+
"p75": 25.772881265921644,
|
| 1006 |
+
"p90": 25.826836421325737,
|
| 1007 |
+
"p95": 25.8448214731271,
|
| 1008 |
+
"p99": 25.859209514568192,
|
| 1009 |
+
"unit": "tokens/sec"
|
| 1010 |
+
},
|
| 1011 |
+
"time_per_output_token_seconds": {
|
| 1012 |
+
"name": "time_per_output_token_seconds",
|
| 1013 |
+
"measurements": [
|
| 1014 |
+
0.0388004736328125,
|
| 1015 |
+
0.038665563964843754,
|
| 1016 |
+
0.03893905517578125,
|
| 1017 |
+
0.0391741943359375,
|
| 1018 |
+
0.0392266064453125
|
| 1019 |
+
],
|
| 1020 |
+
"mean": 0.0389611787109375,
|
| 1021 |
+
"median": 0.03893905517578125,
|
| 1022 |
+
"std": 0.0002142574104765712,
|
| 1023 |
+
"min": 0.038665563964843754,
|
| 1024 |
+
"max": 0.0392266064453125,
|
| 1025 |
+
"p25": 0.0388004736328125,
|
| 1026 |
+
"p75": 0.0391741943359375,
|
| 1027 |
+
"p90": 0.0392056416015625,
|
| 1028 |
+
"p95": 0.0392161240234375,
|
| 1029 |
+
"p99": 0.0392245099609375,
|
| 1030 |
+
"unit": "seconds/token"
|
| 1031 |
+
}
|
| 1032 |
+
},
|
| 1033 |
+
"gpu_metrics": {
|
| 1034 |
+
"gpu_utilization_mean": 89.16326530612245,
|
| 1035 |
+
"gpu_utilization_max": 93,
|
| 1036 |
+
"gpu_utilization_min": 83,
|
| 1037 |
+
"gpu_memory_used_mean": 13845,
|
| 1038 |
+
"gpu_memory_used_max": 13845,
|
| 1039 |
+
"gpu_memory_used_min": 13845,
|
| 1040 |
+
"sample_count": 98,
|
| 1041 |
+
"gpu_monitoring_status": "success"
|
| 1042 |
+
}
|
| 1043 |
+
},
|
| 1044 |
+
{
|
| 1045 |
+
"scenario_name": "compiled_compile_max-autotune_sdpa_efficient_attention",
|
| 1046 |
+
"metadata": {
|
| 1047 |
+
"timestamp": "2025-09-29T16:47:42.145591",
|
| 1048 |
+
"commit_id": "8635d8e796c77ee94f64c170168f71138380274b",
|
| 1049 |
+
"hardware_info": {
|
| 1050 |
+
"gpu_name": "NVIDIA A10G",
|
| 1051 |
+
"gpu_memory_total_mb": 23028,
|
| 1052 |
+
"cpu_count": 16,
|
| 1053 |
+
"memory_total_mb": 63607,
|
| 1054 |
+
"python_version": "3.10.12",
|
| 1055 |
+
"torch_version": "2.8.0+cu126",
|
| 1056 |
+
"cuda_version": "12.6"
|
| 1057 |
+
},
|
| 1058 |
+
"config": {
|
| 1059 |
+
"name": "compiled",
|
| 1060 |
+
"model_id": "meta-llama/Llama-2-7b-hf",
|
| 1061 |
+
"variant": "compiled",
|
| 1062 |
+
"warmup_iterations": 3,
|
| 1063 |
+
"measurement_iterations": 5,
|
| 1064 |
+
"num_tokens_to_generate": 100,
|
| 1065 |
+
"device": "cuda",
|
| 1066 |
+
"torch_dtype": "float16",
|
| 1067 |
+
"compile_mode": "max-autotune",
|
| 1068 |
+
"compile_options": {},
|
| 1069 |
+
"use_cache": true,
|
| 1070 |
+
"batch_size": 1,
|
| 1071 |
+
"sequence_length": null,
|
| 1072 |
+
"attn_implementation": "sdpa",
|
| 1073 |
+
"sdpa_backend": "efficient_attention",
|
| 1074 |
+
"custom_params": {}
|
| 1075 |
+
}
|
| 1076 |
+
},
|
| 1077 |
+
"measurements": {
|
| 1078 |
+
"latency_seconds": {
|
| 1079 |
+
"name": "latency_seconds",
|
| 1080 |
+
"measurements": [
|
| 1081 |
+
3.6924560546875,
|
| 1082 |
+
3.694727294921875,
|
| 1083 |
+
3.701572021484375,
|
| 1084 |
+
3.6854599609375,
|
| 1085 |
+
3.690012451171875
|
| 1086 |
+
],
|
| 1087 |
+
"mean": 3.692845556640625,
|
| 1088 |
+
"median": 3.6924560546875,
|
| 1089 |
+
"std": 0.005336990722999065,
|
| 1090 |
+
"min": 3.6854599609375,
|
| 1091 |
+
"max": 3.701572021484375,
|
| 1092 |
+
"p25": 3.690012451171875,
|
| 1093 |
+
"p75": 3.694727294921875,
|
| 1094 |
+
"p90": 3.6988341308593746,
|
| 1095 |
+
"p95": 3.7002030761718747,
|
| 1096 |
+
"p99": 3.7012982324218746,
|
| 1097 |
+
"unit": "seconds"
|
| 1098 |
+
},
|
| 1099 |
+
"time_to_first_token_seconds": {
|
| 1100 |
+
"name": "time_to_first_token_seconds",
|
| 1101 |
+
"measurements": [
|
| 1102 |
+
0.03803593444824219,
|
| 1103 |
+
0.03828390502929688,
|
| 1104 |
+
0.03752304077148438,
|
| 1105 |
+
0.037406047821044924,
|
| 1106 |
+
0.037754302978515626
|
| 1107 |
+
],
|
| 1108 |
+
"mean": 0.0378006462097168,
|
| 1109 |
+
"median": 0.037754302978515626,
|
| 1110 |
+
"std": 0.0003236726755990165,
|
| 1111 |
+
"min": 0.037406047821044924,
|
| 1112 |
+
"max": 0.03828390502929688,
|
| 1113 |
+
"p25": 0.03752304077148438,
|
| 1114 |
+
"p75": 0.03803593444824219,
|
| 1115 |
+
"p90": 0.038184716796875004,
|
| 1116 |
+
"p95": 0.03823431091308594,
|
| 1117 |
+
"p99": 0.03827398620605469,
|
| 1118 |
+
"unit": "seconds"
|
| 1119 |
+
},
|
| 1120 |
+
"tokens_per_second": {
|
| 1121 |
+
"name": "tokens_per_second",
|
| 1122 |
+
"measurements": [
|
| 1123 |
+
27.082245128700173,
|
| 1124 |
+
27.065597002908035,
|
| 1125 |
+
27.01554891262086,
|
| 1126 |
+
27.133655245181988,
|
| 1127 |
+
27.10017955853834
|
| 1128 |
+
],
|
| 1129 |
+
"mean": 27.079445169589878,
|
| 1130 |
+
"median": 27.082245128700173,
|
| 1131 |
+
"std": 0.03911774616944684,
|
| 1132 |
+
"min": 27.01554891262086,
|
| 1133 |
+
"max": 27.133655245181988,
|
| 1134 |
+
"p25": 27.065597002908035,
|
| 1135 |
+
"p75": 27.10017955853834,
|
| 1136 |
+
"p90": 27.120264970524527,
|
| 1137 |
+
"p95": 27.126960107853257,
|
| 1138 |
+
"p99": 27.13231621771624,
|
| 1139 |
+
"unit": "tokens/sec"
|
| 1140 |
+
},
|
| 1141 |
+
"time_per_output_token_seconds": {
|
| 1142 |
+
"name": "time_per_output_token_seconds",
|
| 1143 |
+
"measurements": [
|
| 1144 |
+
0.036924560546875,
|
| 1145 |
+
0.03694727294921875,
|
| 1146 |
+
0.03701572021484375,
|
| 1147 |
+
0.036854599609375004,
|
| 1148 |
+
0.03690012451171875
|
| 1149 |
+
],
|
| 1150 |
+
"mean": 0.036928455566406254,
|
| 1151 |
+
"median": 0.036924560546875,
|
| 1152 |
+
"std": 5.33699072299899e-05,
|
| 1153 |
+
"min": 0.036854599609375004,
|
| 1154 |
+
"max": 0.03701572021484375,
|
| 1155 |
+
"p25": 0.03690012451171875,
|
| 1156 |
+
"p75": 0.03694727294921875,
|
| 1157 |
+
"p90": 0.03698834130859375,
|
| 1158 |
+
"p95": 0.03700203076171875,
|
| 1159 |
+
"p99": 0.03701298232421875,
|
| 1160 |
+
"unit": "seconds/token"
|
| 1161 |
+
}
|
| 1162 |
+
},
|
| 1163 |
+
"gpu_metrics": {
|
| 1164 |
+
"gpu_utilization_mean": 90.48387096774194,
|
| 1165 |
+
"gpu_utilization_max": 93,
|
| 1166 |
+
"gpu_utilization_min": 87,
|
| 1167 |
+
"gpu_memory_used_mean": 13845,
|
| 1168 |
+
"gpu_memory_used_max": 13845,
|
| 1169 |
+
"gpu_memory_used_min": 13845,
|
| 1170 |
+
"sample_count": 93,
|
| 1171 |
+
"gpu_monitoring_status": "success"
|
| 1172 |
+
}
|
| 1173 |
+
}
|
| 1174 |
+
]
|
| 1175 |
+
}
|