Upload benchmark results for run 18062285374
Browse files
2025-09-27/18062285374/benchmark_results/Llama-2-7b-hf/Llama-2-7b-hf_benchmark_20250927_165003.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": "2025-09-27T16:44:01.989907",
|
| 8 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.65716943359375,
|
| 42 |
+
3.667003662109375,
|
| 43 |
+
3.66034130859375,
|
| 44 |
+
3.664185546875,
|
| 45 |
+
3.6493193359375
|
| 46 |
+
],
|
| 47 |
+
"mean": 3.6596038574218754,
|
| 48 |
+
"median": 3.66034130859375,
|
| 49 |
+
"std": 0.006131730969741667,
|
| 50 |
+
"min": 3.6493193359375,
|
| 51 |
+
"max": 3.667003662109375,
|
| 52 |
+
"p25": 3.65716943359375,
|
| 53 |
+
"p75": 3.664185546875,
|
| 54 |
+
"p90": 3.665876416015625,
|
| 55 |
+
"p95": 3.6664400390625,
|
| 56 |
+
"p99": 3.6668909375000003,
|
| 57 |
+
"unit": "seconds"
|
| 58 |
+
},
|
| 59 |
+
"time_to_first_token_seconds": {
|
| 60 |
+
"name": "time_to_first_token_seconds",
|
| 61 |
+
"measurements": [
|
| 62 |
+
0.03755129623413086,
|
| 63 |
+
0.0372130241394043,
|
| 64 |
+
0.03703478240966797,
|
| 65 |
+
0.0389780158996582,
|
| 66 |
+
0.03832953643798828
|
| 67 |
+
],
|
| 68 |
+
"mean": 0.037821331024169916,
|
| 69 |
+
"median": 0.03755129623413086,
|
| 70 |
+
"std": 0.000729082631898095,
|
| 71 |
+
"min": 0.03703478240966797,
|
| 72 |
+
"max": 0.0389780158996582,
|
| 73 |
+
"p25": 0.0372130241394043,
|
| 74 |
+
"p75": 0.03832953643798828,
|
| 75 |
+
"p90": 0.03871862411499023,
|
| 76 |
+
"p95": 0.038848320007324216,
|
| 77 |
+
"p99": 0.0389520767211914,
|
| 78 |
+
"unit": "seconds"
|
| 79 |
+
},
|
| 80 |
+
"tokens_per_second": {
|
| 81 |
+
"name": "tokens_per_second",
|
| 82 |
+
"measurements": [
|
| 83 |
+
27.343551294459473,
|
| 84 |
+
27.270220925407223,
|
| 85 |
+
27.31985669347828,
|
| 86 |
+
27.291194378866805,
|
| 87 |
+
27.402370358556272
|
| 88 |
+
],
|
| 89 |
+
"mean": 27.32543873015361,
|
| 90 |
+
"median": 27.31985669347828,
|
| 91 |
+
"std": 0.045824406431351106,
|
| 92 |
+
"min": 27.270220925407223,
|
| 93 |
+
"max": 27.402370358556272,
|
| 94 |
+
"p25": 27.291194378866805,
|
| 95 |
+
"p75": 27.343551294459473,
|
| 96 |
+
"p90": 27.37884273291755,
|
| 97 |
+
"p95": 27.39060654573691,
|
| 98 |
+
"p99": 27.4000175959924,
|
| 99 |
+
"unit": "tokens/sec"
|
| 100 |
+
},
|
| 101 |
+
"time_per_output_token_seconds": {
|
| 102 |
+
"name": "time_per_output_token_seconds",
|
| 103 |
+
"measurements": [
|
| 104 |
+
0.0365716943359375,
|
| 105 |
+
0.03667003662109375,
|
| 106 |
+
0.0366034130859375,
|
| 107 |
+
0.036641855468750005,
|
| 108 |
+
0.036493193359374995
|
| 109 |
+
],
|
| 110 |
+
"mean": 0.036596038574218746,
|
| 111 |
+
"median": 0.0366034130859375,
|
| 112 |
+
"std": 6.131730969741737e-05,
|
| 113 |
+
"min": 0.036493193359374995,
|
| 114 |
+
"max": 0.03667003662109375,
|
| 115 |
+
"p25": 0.0365716943359375,
|
| 116 |
+
"p75": 0.036641855468750005,
|
| 117 |
+
"p90": 0.03665876416015625,
|
| 118 |
+
"p95": 0.036664400390625,
|
| 119 |
+
"p99": 0.036668909374999996,
|
| 120 |
+
"unit": "seconds/token"
|
| 121 |
+
}
|
| 122 |
+
},
|
| 123 |
+
"gpu_metrics": {
|
| 124 |
+
"gpu_utilization_mean": 90.69565217391305,
|
| 125 |
+
"gpu_utilization_max": 94,
|
| 126 |
+
"gpu_utilization_min": 88,
|
| 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": "2025-09-27T16:44:37.266467",
|
| 138 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
7.81366259765625,
|
| 172 |
+
7.89424267578125,
|
| 173 |
+
7.9050439453125,
|
| 174 |
+
7.92541259765625,
|
| 175 |
+
7.961873046875
|
| 176 |
+
],
|
| 177 |
+
"mean": 7.90004697265625,
|
| 178 |
+
"median": 7.9050439453125,
|
| 179 |
+
"std": 0.04896283943364418,
|
| 180 |
+
"min": 7.81366259765625,
|
| 181 |
+
"max": 7.961873046875,
|
| 182 |
+
"p25": 7.89424267578125,
|
| 183 |
+
"p75": 7.92541259765625,
|
| 184 |
+
"p90": 7.9472888671875,
|
| 185 |
+
"p95": 7.95458095703125,
|
| 186 |
+
"p99": 7.96041462890625,
|
| 187 |
+
"unit": "seconds"
|
| 188 |
+
},
|
| 189 |
+
"time_to_first_token_seconds": {
|
| 190 |
+
"name": "time_to_first_token_seconds",
|
| 191 |
+
"measurements": [
|
| 192 |
+
0.04132966232299805,
|
| 193 |
+
0.038022529602050784,
|
| 194 |
+
0.03903193664550781,
|
| 195 |
+
0.03811366271972656,
|
| 196 |
+
0.0386357421875
|
| 197 |
+
],
|
| 198 |
+
"mean": 0.039026706695556634,
|
| 199 |
+
"median": 0.0386357421875,
|
| 200 |
+
"std": 0.0012081809597756434,
|
| 201 |
+
"min": 0.038022529602050784,
|
| 202 |
+
"max": 0.04132966232299805,
|
| 203 |
+
"p25": 0.03811366271972656,
|
| 204 |
+
"p75": 0.03903193664550781,
|
| 205 |
+
"p90": 0.04041057205200195,
|
| 206 |
+
"p95": 0.0408701171875,
|
| 207 |
+
"p99": 0.04123775329589844,
|
| 208 |
+
"unit": "seconds"
|
| 209 |
+
},
|
| 210 |
+
"tokens_per_second": {
|
| 211 |
+
"name": "tokens_per_second",
|
| 212 |
+
"measurements": [
|
| 213 |
+
12.798095483415874,
|
| 214 |
+
12.667459578711716,
|
| 215 |
+
12.650151054416032,
|
| 216 |
+
12.61763962037416,
|
| 217 |
+
12.559858642715932
|
| 218 |
+
],
|
| 219 |
+
"mean": 12.658640875926743,
|
| 220 |
+
"median": 12.650151054416032,
|
| 221 |
+
"std": 0.07878637787466103,
|
| 222 |
+
"min": 12.559858642715932,
|
| 223 |
+
"max": 12.798095483415874,
|
| 224 |
+
"p25": 12.61763962037416,
|
| 225 |
+
"p75": 12.667459578711716,
|
| 226 |
+
"p90": 12.74584112153421,
|
| 227 |
+
"p95": 12.771968302475043,
|
| 228 |
+
"p99": 12.792870047227709,
|
| 229 |
+
"unit": "tokens/sec"
|
| 230 |
+
},
|
| 231 |
+
"time_per_output_token_seconds": {
|
| 232 |
+
"name": "time_per_output_token_seconds",
|
| 233 |
+
"measurements": [
|
| 234 |
+
0.0781366259765625,
|
| 235 |
+
0.0789424267578125,
|
| 236 |
+
0.07905043945312501,
|
| 237 |
+
0.0792541259765625,
|
| 238 |
+
0.07961873046875
|
| 239 |
+
],
|
| 240 |
+
"mean": 0.07900046972656251,
|
| 241 |
+
"median": 0.07905043945312501,
|
| 242 |
+
"std": 0.0004896283943364413,
|
| 243 |
+
"min": 0.0781366259765625,
|
| 244 |
+
"max": 0.07961873046875,
|
| 245 |
+
"p25": 0.0789424267578125,
|
| 246 |
+
"p75": 0.0792541259765625,
|
| 247 |
+
"p90": 0.079472888671875,
|
| 248 |
+
"p95": 0.0795458095703125,
|
| 249 |
+
"p99": 0.0796041462890625,
|
| 250 |
+
"unit": "seconds/token"
|
| 251 |
+
}
|
| 252 |
+
},
|
| 253 |
+
"gpu_metrics": {
|
| 254 |
+
"gpu_utilization_mean": 43.90588235294118,
|
| 255 |
+
"gpu_utilization_max": 91,
|
| 256 |
+
"gpu_utilization_min": 0,
|
| 257 |
+
"gpu_memory_used_mean": 13629.388235294118,
|
| 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": "2025-09-27T16:46:05.502480",
|
| 268 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.405733154296875,
|
| 302 |
+
3.410869873046875,
|
| 303 |
+
3.406770751953125,
|
| 304 |
+
3.40637939453125,
|
| 305 |
+
3.40550830078125
|
| 306 |
+
],
|
| 307 |
+
"mean": 3.4070522949218747,
|
| 308 |
+
"median": 3.40637939453125,
|
| 309 |
+
"std": 0.001961122842365854,
|
| 310 |
+
"min": 3.40550830078125,
|
| 311 |
+
"max": 3.410869873046875,
|
| 312 |
+
"p25": 3.405733154296875,
|
| 313 |
+
"p75": 3.406770751953125,
|
| 314 |
+
"p90": 3.409230224609375,
|
| 315 |
+
"p95": 3.410050048828125,
|
| 316 |
+
"p99": 3.4107059082031252,
|
| 317 |
+
"unit": "seconds"
|
| 318 |
+
},
|
| 319 |
+
"time_to_first_token_seconds": {
|
| 320 |
+
"name": "time_to_first_token_seconds",
|
| 321 |
+
"measurements": [
|
| 322 |
+
0.035065887451171875,
|
| 323 |
+
0.03454547119140625,
|
| 324 |
+
0.034573150634765626,
|
| 325 |
+
0.03487811279296875,
|
| 326 |
+
0.034569343566894534
|
| 327 |
+
],
|
| 328 |
+
"mean": 0.034726393127441406,
|
| 329 |
+
"median": 0.034573150634765626,
|
| 330 |
+
"std": 0.0002093589385343254,
|
| 331 |
+
"min": 0.03454547119140625,
|
| 332 |
+
"max": 0.035065887451171875,
|
| 333 |
+
"p25": 0.034569343566894534,
|
| 334 |
+
"p75": 0.03487811279296875,
|
| 335 |
+
"p90": 0.034990777587890626,
|
| 336 |
+
"p95": 0.03502833251953125,
|
| 337 |
+
"p99": 0.03505837646484375,
|
| 338 |
+
"unit": "seconds"
|
| 339 |
+
},
|
| 340 |
+
"tokens_per_second": {
|
| 341 |
+
"name": "tokens_per_second",
|
| 342 |
+
"measurements": [
|
| 343 |
+
29.36225343251983,
|
| 344 |
+
29.31803432028077,
|
| 345 |
+
29.35331059263947,
|
| 346 |
+
29.356682981509444,
|
| 347 |
+
29.364192116947486
|
| 348 |
+
],
|
| 349 |
+
"mean": 29.3508946887794,
|
| 350 |
+
"median": 29.356682981509444,
|
| 351 |
+
"std": 0.016881868364026952,
|
| 352 |
+
"min": 29.31803432028077,
|
| 353 |
+
"max": 29.364192116947486,
|
| 354 |
+
"p25": 29.35331059263947,
|
| 355 |
+
"p75": 29.36225343251983,
|
| 356 |
+
"p90": 29.36341664317642,
|
| 357 |
+
"p95": 29.363804380061953,
|
| 358 |
+
"p99": 29.36411456957038,
|
| 359 |
+
"unit": "tokens/sec"
|
| 360 |
+
},
|
| 361 |
+
"time_per_output_token_seconds": {
|
| 362 |
+
"name": "time_per_output_token_seconds",
|
| 363 |
+
"measurements": [
|
| 364 |
+
0.03405733154296875,
|
| 365 |
+
0.034108698730468755,
|
| 366 |
+
0.03406770751953125,
|
| 367 |
+
0.034063793945312504,
|
| 368 |
+
0.0340550830078125
|
| 369 |
+
],
|
| 370 |
+
"mean": 0.03407052294921875,
|
| 371 |
+
"median": 0.034063793945312504,
|
| 372 |
+
"std": 1.9611228423659388e-05,
|
| 373 |
+
"min": 0.0340550830078125,
|
| 374 |
+
"max": 0.034108698730468755,
|
| 375 |
+
"p25": 0.03405733154296875,
|
| 376 |
+
"p75": 0.03406770751953125,
|
| 377 |
+
"p90": 0.034092302246093754,
|
| 378 |
+
"p95": 0.034100500488281255,
|
| 379 |
+
"p99": 0.03410705908203125,
|
| 380 |
+
"unit": "seconds/token"
|
| 381 |
+
}
|
| 382 |
+
},
|
| 383 |
+
"gpu_metrics": {
|
| 384 |
+
"gpu_utilization_mean": 96.96511627906976,
|
| 385 |
+
"gpu_utilization_max": 98,
|
| 386 |
+
"gpu_utilization_min": 96,
|
| 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": "2025-09-27T16:46:37.888415",
|
| 398 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.5613515625,
|
| 432 |
+
3.55450927734375,
|
| 433 |
+
3.546437255859375,
|
| 434 |
+
3.558166748046875,
|
| 435 |
+
3.52887255859375
|
| 436 |
+
],
|
| 437 |
+
"mean": 3.5498674804687504,
|
| 438 |
+
"median": 3.55450927734375,
|
| 439 |
+
"std": 0.011617757495064765,
|
| 440 |
+
"min": 3.52887255859375,
|
| 441 |
+
"max": 3.5613515625,
|
| 442 |
+
"p25": 3.546437255859375,
|
| 443 |
+
"p75": 3.558166748046875,
|
| 444 |
+
"p90": 3.56007763671875,
|
| 445 |
+
"p95": 3.560714599609375,
|
| 446 |
+
"p99": 3.561224169921875,
|
| 447 |
+
"unit": "seconds"
|
| 448 |
+
},
|
| 449 |
+
"time_to_first_token_seconds": {
|
| 450 |
+
"name": "time_to_first_token_seconds",
|
| 451 |
+
"measurements": [
|
| 452 |
+
0.040314910888671875,
|
| 453 |
+
0.04041721725463867,
|
| 454 |
+
0.039656673431396484,
|
| 455 |
+
0.04005731201171875,
|
| 456 |
+
0.03805168151855469
|
| 457 |
+
],
|
| 458 |
+
"mean": 0.03969955902099609,
|
| 459 |
+
"median": 0.04005731201171875,
|
| 460 |
+
"std": 0.0008647563703825356,
|
| 461 |
+
"min": 0.03805168151855469,
|
| 462 |
+
"max": 0.04041721725463867,
|
| 463 |
+
"p25": 0.039656673431396484,
|
| 464 |
+
"p75": 0.040314910888671875,
|
| 465 |
+
"p90": 0.04037629470825195,
|
| 466 |
+
"p95": 0.04039675598144531,
|
| 467 |
+
"p99": 0.040413125,
|
| 468 |
+
"unit": "seconds"
|
| 469 |
+
},
|
| 470 |
+
"tokens_per_second": {
|
| 471 |
+
"name": "tokens_per_second",
|
| 472 |
+
"measurements": [
|
| 473 |
+
28.079227294763882,
|
| 474 |
+
28.133278660262498,
|
| 475 |
+
28.197312622627503,
|
| 476 |
+
28.10436021720773,
|
| 477 |
+
28.337662621585245
|
| 478 |
+
],
|
| 479 |
+
"mean": 28.17036828328937,
|
| 480 |
+
"median": 28.133278660262498,
|
| 481 |
+
"std": 0.09246921407878403,
|
| 482 |
+
"min": 28.079227294763882,
|
| 483 |
+
"max": 28.337662621585245,
|
| 484 |
+
"p25": 28.10436021720773,
|
| 485 |
+
"p75": 28.197312622627503,
|
| 486 |
+
"p90": 28.28152262200215,
|
| 487 |
+
"p95": 28.309592621793698,
|
| 488 |
+
"p99": 28.332048621626935,
|
| 489 |
+
"unit": "tokens/sec"
|
| 490 |
+
},
|
| 491 |
+
"time_per_output_token_seconds": {
|
| 492 |
+
"name": "time_per_output_token_seconds",
|
| 493 |
+
"measurements": [
|
| 494 |
+
0.035613515625,
|
| 495 |
+
0.0355450927734375,
|
| 496 |
+
0.03546437255859375,
|
| 497 |
+
0.03558166748046875,
|
| 498 |
+
0.0352887255859375
|
| 499 |
+
],
|
| 500 |
+
"mean": 0.035498674804687505,
|
| 501 |
+
"median": 0.0355450927734375,
|
| 502 |
+
"std": 0.00011617757495064888,
|
| 503 |
+
"min": 0.0352887255859375,
|
| 504 |
+
"max": 0.035613515625,
|
| 505 |
+
"p25": 0.03546437255859375,
|
| 506 |
+
"p75": 0.03558166748046875,
|
| 507 |
+
"p90": 0.0356007763671875,
|
| 508 |
+
"p95": 0.03560714599609375,
|
| 509 |
+
"p99": 0.03561224169921875,
|
| 510 |
+
"unit": "seconds/token"
|
| 511 |
+
}
|
| 512 |
+
},
|
| 513 |
+
"gpu_metrics": {
|
| 514 |
+
"gpu_utilization_mean": 95.5111111111111,
|
| 515 |
+
"gpu_utilization_max": 98,
|
| 516 |
+
"gpu_utilization_min": 88,
|
| 517 |
+
"gpu_memory_used_mean": 13849,
|
| 518 |
+
"gpu_memory_used_max": 13849,
|
| 519 |
+
"gpu_memory_used_min": 13849,
|
| 520 |
+
"sample_count": 90,
|
| 521 |
+
"gpu_monitoring_status": "success"
|
| 522 |
+
}
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"scenario_name": "eager_sdpa_flash_attention",
|
| 526 |
+
"metadata": {
|
| 527 |
+
"timestamp": "2025-09-27T16:47:11.554129",
|
| 528 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.40582470703125,
|
| 562 |
+
3.408408447265625,
|
| 563 |
+
3.410392822265625,
|
| 564 |
+
3.410641845703125,
|
| 565 |
+
3.405829833984375
|
| 566 |
+
],
|
| 567 |
+
"mean": 3.40821953125,
|
| 568 |
+
"median": 3.408408447265625,
|
| 569 |
+
"std": 0.0021010628962227526,
|
| 570 |
+
"min": 3.40582470703125,
|
| 571 |
+
"max": 3.410641845703125,
|
| 572 |
+
"p25": 3.405829833984375,
|
| 573 |
+
"p75": 3.410392822265625,
|
| 574 |
+
"p90": 3.410542236328125,
|
| 575 |
+
"p95": 3.410592041015625,
|
| 576 |
+
"p99": 3.4106318847656247,
|
| 577 |
+
"unit": "seconds"
|
| 578 |
+
},
|
| 579 |
+
"time_to_first_token_seconds": {
|
| 580 |
+
"name": "time_to_first_token_seconds",
|
| 581 |
+
"measurements": [
|
| 582 |
+
0.03524809646606445,
|
| 583 |
+
0.03458505630493164,
|
| 584 |
+
0.034621086120605465,
|
| 585 |
+
0.034813568115234374,
|
| 586 |
+
0.03461289596557617
|
| 587 |
+
],
|
| 588 |
+
"mean": 0.03477614059448242,
|
| 589 |
+
"median": 0.034621086120605465,
|
| 590 |
+
"std": 0.0002495384012449854,
|
| 591 |
+
"min": 0.03458505630493164,
|
| 592 |
+
"max": 0.03524809646606445,
|
| 593 |
+
"p25": 0.03461289596557617,
|
| 594 |
+
"p75": 0.034813568115234374,
|
| 595 |
+
"p90": 0.03507428512573242,
|
| 596 |
+
"p95": 0.03516119079589843,
|
| 597 |
+
"p99": 0.035230715332031246,
|
| 598 |
+
"unit": "seconds"
|
| 599 |
+
},
|
| 600 |
+
"tokens_per_second": {
|
| 601 |
+
"name": "tokens_per_second",
|
| 602 |
+
"measurements": [
|
| 603 |
+
29.36146413922954,
|
| 604 |
+
29.33920671397948,
|
| 605 |
+
29.322135370190885,
|
| 606 |
+
29.31999445382527,
|
| 607 |
+
29.361419940059978
|
| 608 |
+
],
|
| 609 |
+
"mean": 29.340844123457032,
|
| 610 |
+
"median": 29.33920671397948,
|
| 611 |
+
"std": 0.018088430344620182,
|
| 612 |
+
"min": 29.31999445382527,
|
| 613 |
+
"max": 29.36146413922954,
|
| 614 |
+
"p25": 29.322135370190885,
|
| 615 |
+
"p75": 29.361419940059978,
|
| 616 |
+
"p90": 29.361446459561716,
|
| 617 |
+
"p95": 29.361455299395626,
|
| 618 |
+
"p99": 29.361462371262757,
|
| 619 |
+
"unit": "tokens/sec"
|
| 620 |
+
},
|
| 621 |
+
"time_per_output_token_seconds": {
|
| 622 |
+
"name": "time_per_output_token_seconds",
|
| 623 |
+
"measurements": [
|
| 624 |
+
0.0340582470703125,
|
| 625 |
+
0.03408408447265625,
|
| 626 |
+
0.034103928222656246,
|
| 627 |
+
0.034106418457031246,
|
| 628 |
+
0.03405829833984375
|
| 629 |
+
],
|
| 630 |
+
"mean": 0.034082195312499994,
|
| 631 |
+
"median": 0.03408408447265625,
|
| 632 |
+
"std": 2.1010628962226553e-05,
|
| 633 |
+
"min": 0.0340582470703125,
|
| 634 |
+
"max": 0.034106418457031246,
|
| 635 |
+
"p25": 0.03405829833984375,
|
| 636 |
+
"p75": 0.034103928222656246,
|
| 637 |
+
"p90": 0.03410542236328125,
|
| 638 |
+
"p95": 0.03410592041015625,
|
| 639 |
+
"p99": 0.03410631884765625,
|
| 640 |
+
"unit": "seconds/token"
|
| 641 |
+
}
|
| 642 |
+
},
|
| 643 |
+
"gpu_metrics": {
|
| 644 |
+
"gpu_utilization_mean": 96.87209302325581,
|
| 645 |
+
"gpu_utilization_max": 98,
|
| 646 |
+
"gpu_utilization_min": 95,
|
| 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": "2025-09-27T16:47:43.960590",
|
| 658 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.406966796875,
|
| 692 |
+
3.410205810546875,
|
| 693 |
+
3.40637890625,
|
| 694 |
+
3.403314697265625,
|
| 695 |
+
3.409290283203125
|
| 696 |
+
],
|
| 697 |
+
"mean": 3.407231298828125,
|
| 698 |
+
"median": 3.406966796875,
|
| 699 |
+
"std": 0.0024175789050742257,
|
| 700 |
+
"min": 3.403314697265625,
|
| 701 |
+
"max": 3.410205810546875,
|
| 702 |
+
"p25": 3.40637890625,
|
| 703 |
+
"p75": 3.409290283203125,
|
| 704 |
+
"p90": 3.409839599609375,
|
| 705 |
+
"p95": 3.410022705078125,
|
| 706 |
+
"p99": 3.410169189453125,
|
| 707 |
+
"unit": "seconds"
|
| 708 |
+
},
|
| 709 |
+
"time_to_first_token_seconds": {
|
| 710 |
+
"name": "time_to_first_token_seconds",
|
| 711 |
+
"measurements": [
|
| 712 |
+
0.03536457443237305,
|
| 713 |
+
0.03473638534545898,
|
| 714 |
+
0.03483903884887695,
|
| 715 |
+
0.03471513748168945,
|
| 716 |
+
0.03504009628295898
|
| 717 |
+
],
|
| 718 |
+
"mean": 0.034939046478271486,
|
| 719 |
+
"median": 0.03483903884887695,
|
| 720 |
+
"std": 0.00024186500457469201,
|
| 721 |
+
"min": 0.03471513748168945,
|
| 722 |
+
"max": 0.03536457443237305,
|
| 723 |
+
"p25": 0.03473638534545898,
|
| 724 |
+
"p75": 0.03504009628295898,
|
| 725 |
+
"p90": 0.03523478317260742,
|
| 726 |
+
"p95": 0.035299678802490235,
|
| 727 |
+
"p99": 0.035351595306396484,
|
| 728 |
+
"unit": "seconds"
|
| 729 |
+
},
|
| 730 |
+
"tokens_per_second": {
|
| 731 |
+
"name": "tokens_per_second",
|
| 732 |
+
"measurements": [
|
| 733 |
+
29.351621533771276,
|
| 734 |
+
29.3237433619772,
|
| 735 |
+
29.356687189590303,
|
| 736 |
+
29.383118781329408,
|
| 737 |
+
29.33161793018316
|
| 738 |
+
],
|
| 739 |
+
"mean": 29.34935775937027,
|
| 740 |
+
"median": 29.351621533771276,
|
| 741 |
+
"std": 0.02083002985601457,
|
| 742 |
+
"min": 29.3237433619772,
|
| 743 |
+
"max": 29.383118781329408,
|
| 744 |
+
"p25": 29.33161793018316,
|
| 745 |
+
"p75": 29.356687189590303,
|
| 746 |
+
"p90": 29.372546144633766,
|
| 747 |
+
"p95": 29.377832462981587,
|
| 748 |
+
"p99": 29.382061517659842,
|
| 749 |
+
"unit": "tokens/sec"
|
| 750 |
+
},
|
| 751 |
+
"time_per_output_token_seconds": {
|
| 752 |
+
"name": "time_per_output_token_seconds",
|
| 753 |
+
"measurements": [
|
| 754 |
+
0.03406966796875,
|
| 755 |
+
0.03410205810546875,
|
| 756 |
+
0.0340637890625,
|
| 757 |
+
0.034033146972656254,
|
| 758 |
+
0.03409290283203125
|
| 759 |
+
],
|
| 760 |
+
"mean": 0.034072312988281256,
|
| 761 |
+
"median": 0.03406966796875,
|
| 762 |
+
"std": 2.4175789050741746e-05,
|
| 763 |
+
"min": 0.034033146972656254,
|
| 764 |
+
"max": 0.03410205810546875,
|
| 765 |
+
"p25": 0.0340637890625,
|
| 766 |
+
"p75": 0.03409290283203125,
|
| 767 |
+
"p90": 0.03409839599609375,
|
| 768 |
+
"p95": 0.03410022705078125,
|
| 769 |
+
"p99": 0.03410169189453125,
|
| 770 |
+
"unit": "seconds/token"
|
| 771 |
+
}
|
| 772 |
+
},
|
| 773 |
+
"gpu_metrics": {
|
| 774 |
+
"gpu_utilization_mean": 96.96511627906976,
|
| 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": "2025-09-27T16:48:16.346014",
|
| 788 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.6924375,
|
| 822 |
+
3.688404052734375,
|
| 823 |
+
3.694310791015625,
|
| 824 |
+
3.691896240234375,
|
| 825 |
+
3.6925673828125
|
| 826 |
+
],
|
| 827 |
+
"mean": 3.691923193359375,
|
| 828 |
+
"median": 3.6924375,
|
| 829 |
+
"std": 0.0019372759818731698,
|
| 830 |
+
"min": 3.688404052734375,
|
| 831 |
+
"max": 3.694310791015625,
|
| 832 |
+
"p25": 3.691896240234375,
|
| 833 |
+
"p75": 3.6925673828125,
|
| 834 |
+
"p90": 3.693613427734375,
|
| 835 |
+
"p95": 3.693962109375,
|
| 836 |
+
"p99": 3.6942410546875,
|
| 837 |
+
"unit": "seconds"
|
| 838 |
+
},
|
| 839 |
+
"time_to_first_token_seconds": {
|
| 840 |
+
"name": "time_to_first_token_seconds",
|
| 841 |
+
"measurements": [
|
| 842 |
+
0.03793664169311523,
|
| 843 |
+
0.03739020919799805,
|
| 844 |
+
0.03759347152709961,
|
| 845 |
+
0.03745062255859375,
|
| 846 |
+
0.03738236618041992
|
| 847 |
+
],
|
| 848 |
+
"mean": 0.03755066223144531,
|
| 849 |
+
"median": 0.03745062255859375,
|
| 850 |
+
"std": 0.0002073110964241108,
|
| 851 |
+
"min": 0.03738236618041992,
|
| 852 |
+
"max": 0.03793664169311523,
|
| 853 |
+
"p25": 0.03739020919799805,
|
| 854 |
+
"p75": 0.03759347152709961,
|
| 855 |
+
"p90": 0.03779937362670898,
|
| 856 |
+
"p95": 0.037868007659912106,
|
| 857 |
+
"p99": 0.037922914886474604,
|
| 858 |
+
"unit": "seconds"
|
| 859 |
+
},
|
| 860 |
+
"tokens_per_second": {
|
| 861 |
+
"name": "tokens_per_second",
|
| 862 |
+
"measurements": [
|
| 863 |
+
27.082381218368624,
|
| 864 |
+
27.111997105052968,
|
| 865 |
+
27.068648431852264,
|
| 866 |
+
27.086351699215587,
|
| 867 |
+
27.081428619410456
|
| 868 |
+
],
|
| 869 |
+
"mean": 27.08616141477998,
|
| 870 |
+
"median": 27.082381218368624,
|
| 871 |
+
"std": 0.01421909215099813,
|
| 872 |
+
"min": 27.068648431852264,
|
| 873 |
+
"max": 27.111997105052968,
|
| 874 |
+
"p25": 27.081428619410456,
|
| 875 |
+
"p75": 27.086351699215587,
|
| 876 |
+
"p90": 27.101738942718015,
|
| 877 |
+
"p95": 27.106868023885493,
|
| 878 |
+
"p99": 27.110971288819474,
|
| 879 |
+
"unit": "tokens/sec"
|
| 880 |
+
},
|
| 881 |
+
"time_per_output_token_seconds": {
|
| 882 |
+
"name": "time_per_output_token_seconds",
|
| 883 |
+
"measurements": [
|
| 884 |
+
0.036924375,
|
| 885 |
+
0.03688404052734375,
|
| 886 |
+
0.03694310791015625,
|
| 887 |
+
0.03691896240234375,
|
| 888 |
+
0.036925673828125
|
| 889 |
+
],
|
| 890 |
+
"mean": 0.03691923193359375,
|
| 891 |
+
"median": 0.036924375,
|
| 892 |
+
"std": 1.937275981873061e-05,
|
| 893 |
+
"min": 0.03688404052734375,
|
| 894 |
+
"max": 0.03694310791015625,
|
| 895 |
+
"p25": 0.03691896240234375,
|
| 896 |
+
"p75": 0.036925673828125,
|
| 897 |
+
"p90": 0.03693613427734375,
|
| 898 |
+
"p95": 0.03693962109375,
|
| 899 |
+
"p99": 0.036942410546875,
|
| 900 |
+
"unit": "seconds/token"
|
| 901 |
+
}
|
| 902 |
+
},
|
| 903 |
+
"gpu_metrics": {
|
| 904 |
+
"gpu_utilization_mean": 90.44086021505376,
|
| 905 |
+
"gpu_utilization_max": 93,
|
| 906 |
+
"gpu_utilization_min": 87,
|
| 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": "2025-09-27T16:48:51.052581",
|
| 918 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.857059814453125,
|
| 952 |
+
3.84916455078125,
|
| 953 |
+
3.873222900390625,
|
| 954 |
+
3.91011083984375,
|
| 955 |
+
3.90198974609375
|
| 956 |
+
],
|
| 957 |
+
"mean": 3.8783095703125,
|
| 958 |
+
"median": 3.873222900390625,
|
| 959 |
+
"std": 0.02407874567864449,
|
| 960 |
+
"min": 3.84916455078125,
|
| 961 |
+
"max": 3.91011083984375,
|
| 962 |
+
"p25": 3.857059814453125,
|
| 963 |
+
"p75": 3.90198974609375,
|
| 964 |
+
"p90": 3.90686240234375,
|
| 965 |
+
"p95": 3.90848662109375,
|
| 966 |
+
"p99": 3.90978599609375,
|
| 967 |
+
"unit": "seconds"
|
| 968 |
+
},
|
| 969 |
+
"time_to_first_token_seconds": {
|
| 970 |
+
"name": "time_to_first_token_seconds",
|
| 971 |
+
"measurements": [
|
| 972 |
+
0.04038566589355469,
|
| 973 |
+
0.03985910415649414,
|
| 974 |
+
0.04108998489379883,
|
| 975 |
+
0.04018716812133789,
|
| 976 |
+
0.03982169723510742
|
| 977 |
+
],
|
| 978 |
+
"mean": 0.04026872406005859,
|
| 979 |
+
"median": 0.04018716812133789,
|
| 980 |
+
"std": 0.0004609593405539853,
|
| 981 |
+
"min": 0.03982169723510742,
|
| 982 |
+
"max": 0.04108998489379883,
|
| 983 |
+
"p25": 0.03985910415649414,
|
| 984 |
+
"p75": 0.04038566589355469,
|
| 985 |
+
"p90": 0.040808257293701175,
|
| 986 |
+
"p95": 0.04094912109375,
|
| 987 |
+
"p99": 0.041061812133789066,
|
| 988 |
+
"unit": "seconds"
|
| 989 |
+
},
|
| 990 |
+
"tokens_per_second": {
|
| 991 |
+
"name": "tokens_per_second",
|
| 992 |
+
"measurements": [
|
| 993 |
+
25.926484112401184,
|
| 994 |
+
25.979663555745724,
|
| 995 |
+
25.818292045602316,
|
| 996 |
+
25.574722583566466,
|
| 997 |
+
25.627950483496065
|
| 998 |
+
],
|
| 999 |
+
"mean": 25.78542255616235,
|
| 1000 |
+
"median": 25.818292045602316,
|
| 1001 |
+
"std": 0.1599376528685075,
|
| 1002 |
+
"min": 25.574722583566466,
|
| 1003 |
+
"max": 25.979663555745724,
|
| 1004 |
+
"p25": 25.627950483496065,
|
| 1005 |
+
"p75": 25.926484112401184,
|
| 1006 |
+
"p90": 25.958391778407908,
|
| 1007 |
+
"p95": 25.969027667076816,
|
| 1008 |
+
"p99": 25.97753637801194,
|
| 1009 |
+
"unit": "tokens/sec"
|
| 1010 |
+
},
|
| 1011 |
+
"time_per_output_token_seconds": {
|
| 1012 |
+
"name": "time_per_output_token_seconds",
|
| 1013 |
+
"measurements": [
|
| 1014 |
+
0.03857059814453125,
|
| 1015 |
+
0.0384916455078125,
|
| 1016 |
+
0.03873222900390625,
|
| 1017 |
+
0.0391011083984375,
|
| 1018 |
+
0.0390198974609375
|
| 1019 |
+
],
|
| 1020 |
+
"mean": 0.038783095703125006,
|
| 1021 |
+
"median": 0.03873222900390625,
|
| 1022 |
+
"std": 0.00024078745678644524,
|
| 1023 |
+
"min": 0.0384916455078125,
|
| 1024 |
+
"max": 0.0391011083984375,
|
| 1025 |
+
"p25": 0.03857059814453125,
|
| 1026 |
+
"p75": 0.0390198974609375,
|
| 1027 |
+
"p90": 0.0390686240234375,
|
| 1028 |
+
"p95": 0.0390848662109375,
|
| 1029 |
+
"p99": 0.0390978599609375,
|
| 1030 |
+
"unit": "seconds/token"
|
| 1031 |
+
}
|
| 1032 |
+
},
|
| 1033 |
+
"gpu_metrics": {
|
| 1034 |
+
"gpu_utilization_mean": 89.46938775510205,
|
| 1035 |
+
"gpu_utilization_max": 93,
|
| 1036 |
+
"gpu_utilization_min": 84,
|
| 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": "2025-09-27T16:49:31.887036",
|
| 1048 |
+
"commit_id": "071eb5334f5a9ac2c7a13515219be8a272388ec6",
|
| 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 |
+
3.68543310546875,
|
| 1082 |
+
3.70019140625,
|
| 1083 |
+
3.7083955078125,
|
| 1084 |
+
3.70324609375,
|
| 1085 |
+
3.706689697265625
|
| 1086 |
+
],
|
| 1087 |
+
"mean": 3.7007911621093745,
|
| 1088 |
+
"median": 3.70324609375,
|
| 1089 |
+
"std": 0.008183826620717195,
|
| 1090 |
+
"min": 3.68543310546875,
|
| 1091 |
+
"max": 3.7083955078125,
|
| 1092 |
+
"p25": 3.70019140625,
|
| 1093 |
+
"p75": 3.706689697265625,
|
| 1094 |
+
"p90": 3.70771318359375,
|
| 1095 |
+
"p95": 3.708054345703125,
|
| 1096 |
+
"p99": 3.708327275390625,
|
| 1097 |
+
"unit": "seconds"
|
| 1098 |
+
},
|
| 1099 |
+
"time_to_first_token_seconds": {
|
| 1100 |
+
"name": "time_to_first_token_seconds",
|
| 1101 |
+
"measurements": [
|
| 1102 |
+
0.03815087890625,
|
| 1103 |
+
0.037472286224365235,
|
| 1104 |
+
0.03767267227172852,
|
| 1105 |
+
0.03807449722290039,
|
| 1106 |
+
0.03757689666748047
|
| 1107 |
+
],
|
| 1108 |
+
"mean": 0.037789446258544926,
|
| 1109 |
+
"median": 0.03767267227172852,
|
| 1110 |
+
"std": 0.0002725037948530651,
|
| 1111 |
+
"min": 0.037472286224365235,
|
| 1112 |
+
"max": 0.03815087890625,
|
| 1113 |
+
"p25": 0.03757689666748047,
|
| 1114 |
+
"p75": 0.03807449722290039,
|
| 1115 |
+
"p90": 0.03812032623291015,
|
| 1116 |
+
"p95": 0.038135602569580075,
|
| 1117 |
+
"p99": 0.038147823638916015,
|
| 1118 |
+
"unit": "seconds"
|
| 1119 |
+
},
|
| 1120 |
+
"tokens_per_second": {
|
| 1121 |
+
"name": "tokens_per_second",
|
| 1122 |
+
"measurements": [
|
| 1123 |
+
27.133852966049428,
|
| 1124 |
+
27.025628952894117,
|
| 1125 |
+
26.965840021467336,
|
| 1126 |
+
27.003336388788977,
|
| 1127 |
+
26.978249642469034
|
| 1128 |
+
],
|
| 1129 |
+
"mean": 27.021381594333782,
|
| 1130 |
+
"median": 27.003336388788977,
|
| 1131 |
+
"std": 0.05989776380072121,
|
| 1132 |
+
"min": 26.965840021467336,
|
| 1133 |
+
"max": 27.133852966049428,
|
| 1134 |
+
"p25": 26.978249642469034,
|
| 1135 |
+
"p75": 27.025628952894117,
|
| 1136 |
+
"p90": 27.090563360787304,
|
| 1137 |
+
"p95": 27.112208163418366,
|
| 1138 |
+
"p99": 27.129524005523216,
|
| 1139 |
+
"unit": "tokens/sec"
|
| 1140 |
+
},
|
| 1141 |
+
"time_per_output_token_seconds": {
|
| 1142 |
+
"name": "time_per_output_token_seconds",
|
| 1143 |
+
"measurements": [
|
| 1144 |
+
0.0368543310546875,
|
| 1145 |
+
0.0370019140625,
|
| 1146 |
+
0.037083955078125,
|
| 1147 |
+
0.0370324609375,
|
| 1148 |
+
0.03706689697265625
|
| 1149 |
+
],
|
| 1150 |
+
"mean": 0.03700791162109375,
|
| 1151 |
+
"median": 0.0370324609375,
|
| 1152 |
+
"std": 8.1838266207171e-05,
|
| 1153 |
+
"min": 0.0368543310546875,
|
| 1154 |
+
"max": 0.037083955078125,
|
| 1155 |
+
"p25": 0.0370019140625,
|
| 1156 |
+
"p75": 0.03706689697265625,
|
| 1157 |
+
"p90": 0.0370771318359375,
|
| 1158 |
+
"p95": 0.037080543457031254,
|
| 1159 |
+
"p99": 0.03708327275390625,
|
| 1160 |
+
"unit": "seconds/token"
|
| 1161 |
+
}
|
| 1162 |
+
},
|
| 1163 |
+
"gpu_metrics": {
|
| 1164 |
+
"gpu_utilization_mean": 90.27956989247312,
|
| 1165 |
+
"gpu_utilization_max": 93,
|
| 1166 |
+
"gpu_utilization_min": 86,
|
| 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 |
+
}
|