Upload benchmark results for run 17952921112
Browse files
2025-09-23/17952921112/benchmark_results/Llama-2-7b-hf/Llama-2-7b-hf_benchmark_20250923_164910.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": "2025-09-23T16:43:09.856077",
|
| 8 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.646213134765625,
|
| 42 |
+
3.637670654296875,
|
| 43 |
+
3.657628662109375,
|
| 44 |
+
3.638285400390625,
|
| 45 |
+
3.63398291015625
|
| 46 |
+
],
|
| 47 |
+
"mean": 3.6427561523437495,
|
| 48 |
+
"median": 3.638285400390625,
|
| 49 |
+
"std": 0.008437558486735863,
|
| 50 |
+
"min": 3.63398291015625,
|
| 51 |
+
"max": 3.657628662109375,
|
| 52 |
+
"p25": 3.637670654296875,
|
| 53 |
+
"p75": 3.646213134765625,
|
| 54 |
+
"p90": 3.6530624511718752,
|
| 55 |
+
"p95": 3.655345556640625,
|
| 56 |
+
"p99": 3.657172041015625,
|
| 57 |
+
"unit": "seconds"
|
| 58 |
+
},
|
| 59 |
+
"time_to_first_token_seconds": {
|
| 60 |
+
"name": "time_to_first_token_seconds",
|
| 61 |
+
"measurements": [
|
| 62 |
+
0.03761471939086914,
|
| 63 |
+
0.03713942337036133,
|
| 64 |
+
0.03696854400634766,
|
| 65 |
+
0.037187232971191406,
|
| 66 |
+
0.03697103881835938
|
| 67 |
+
],
|
| 68 |
+
"mean": 0.03717619171142579,
|
| 69 |
+
"median": 0.03713942337036133,
|
| 70 |
+
"std": 0.00023621415068430932,
|
| 71 |
+
"min": 0.03696854400634766,
|
| 72 |
+
"max": 0.03761471939086914,
|
| 73 |
+
"p25": 0.03697103881835938,
|
| 74 |
+
"p75": 0.037187232971191406,
|
| 75 |
+
"p90": 0.03744372482299805,
|
| 76 |
+
"p95": 0.037529222106933595,
|
| 77 |
+
"p99": 0.03759761993408203,
|
| 78 |
+
"unit": "seconds"
|
| 79 |
+
},
|
| 80 |
+
"tokens_per_second": {
|
| 81 |
+
"name": "tokens_per_second",
|
| 82 |
+
"measurements": [
|
| 83 |
+
27.425714379263216,
|
| 84 |
+
27.49011922832497,
|
| 85 |
+
27.3401182126371,
|
| 86 |
+
27.485474336142925,
|
| 87 |
+
27.51801603703753
|
| 88 |
+
],
|
| 89 |
+
"mean": 27.451888438681145,
|
| 90 |
+
"median": 27.485474336142925,
|
| 91 |
+
"std": 0.06346673123115289,
|
| 92 |
+
"min": 27.3401182126371,
|
| 93 |
+
"max": 27.51801603703753,
|
| 94 |
+
"p25": 27.425714379263216,
|
| 95 |
+
"p75": 27.49011922832497,
|
| 96 |
+
"p90": 27.506857313552505,
|
| 97 |
+
"p95": 27.512436675295017,
|
| 98 |
+
"p99": 27.516900164689027,
|
| 99 |
+
"unit": "tokens/sec"
|
| 100 |
+
},
|
| 101 |
+
"time_per_output_token_seconds": {
|
| 102 |
+
"name": "time_per_output_token_seconds",
|
| 103 |
+
"measurements": [
|
| 104 |
+
0.036462131347656246,
|
| 105 |
+
0.03637670654296875,
|
| 106 |
+
0.03657628662109375,
|
| 107 |
+
0.03638285400390625,
|
| 108 |
+
0.0363398291015625
|
| 109 |
+
],
|
| 110 |
+
"mean": 0.0364275615234375,
|
| 111 |
+
"median": 0.03638285400390625,
|
| 112 |
+
"std": 8.437558486735874e-05,
|
| 113 |
+
"min": 0.0363398291015625,
|
| 114 |
+
"max": 0.03657628662109375,
|
| 115 |
+
"p25": 0.03637670654296875,
|
| 116 |
+
"p75": 0.036462131347656246,
|
| 117 |
+
"p90": 0.03653062451171875,
|
| 118 |
+
"p95": 0.036553455566406254,
|
| 119 |
+
"p99": 0.03657172041015625,
|
| 120 |
+
"unit": "seconds/token"
|
| 121 |
+
}
|
| 122 |
+
},
|
| 123 |
+
"gpu_metrics": {
|
| 124 |
+
"gpu_utilization_mean": 91.20652173913044,
|
| 125 |
+
"gpu_utilization_max": 94,
|
| 126 |
+
"gpu_utilization_min": 86,
|
| 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": "2025-09-23T16:43:45.155576",
|
| 138 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
7.7824306640625,
|
| 172 |
+
7.82115087890625,
|
| 173 |
+
7.86147509765625,
|
| 174 |
+
7.9009521484375,
|
| 175 |
+
7.91982177734375
|
| 176 |
+
],
|
| 177 |
+
"mean": 7.8571661132812505,
|
| 178 |
+
"median": 7.86147509765625,
|
| 179 |
+
"std": 0.05048564337943163,
|
| 180 |
+
"min": 7.7824306640625,
|
| 181 |
+
"max": 7.91982177734375,
|
| 182 |
+
"p25": 7.82115087890625,
|
| 183 |
+
"p75": 7.9009521484375,
|
| 184 |
+
"p90": 7.91227392578125,
|
| 185 |
+
"p95": 7.9160478515625,
|
| 186 |
+
"p99": 7.9190669921875,
|
| 187 |
+
"unit": "seconds"
|
| 188 |
+
},
|
| 189 |
+
"time_to_first_token_seconds": {
|
| 190 |
+
"name": "time_to_first_token_seconds",
|
| 191 |
+
"measurements": [
|
| 192 |
+
0.03892671966552735,
|
| 193 |
+
0.03819084930419922,
|
| 194 |
+
0.03806793594360352,
|
| 195 |
+
0.03866739273071289,
|
| 196 |
+
0.03806281661987305
|
| 197 |
+
],
|
| 198 |
+
"mean": 0.0383831428527832,
|
| 199 |
+
"median": 0.03819084930419922,
|
| 200 |
+
"std": 0.00035077481219955456,
|
| 201 |
+
"min": 0.03806281661987305,
|
| 202 |
+
"max": 0.03892671966552735,
|
| 203 |
+
"p25": 0.03806793594360352,
|
| 204 |
+
"p75": 0.03866739273071289,
|
| 205 |
+
"p90": 0.038822988891601566,
|
| 206 |
+
"p95": 0.03887485427856446,
|
| 207 |
+
"p99": 0.03891634658813477,
|
| 208 |
+
"unit": "seconds"
|
| 209 |
+
},
|
| 210 |
+
"tokens_per_second": {
|
| 211 |
+
"name": "tokens_per_second",
|
| 212 |
+
"measurements": [
|
| 213 |
+
12.849455949768666,
|
| 214 |
+
12.78584207724484,
|
| 215 |
+
12.7202590808706,
|
| 216 |
+
12.656702397542821,
|
| 217 |
+
12.626546759684693
|
| 218 |
+
],
|
| 219 |
+
"mean": 12.727761253022324,
|
| 220 |
+
"median": 12.7202590808706,
|
| 221 |
+
"std": 0.08189383194013498,
|
| 222 |
+
"min": 12.626546759684693,
|
| 223 |
+
"max": 12.849455949768666,
|
| 224 |
+
"p25": 12.656702397542821,
|
| 225 |
+
"p75": 12.78584207724484,
|
| 226 |
+
"p90": 12.824010400759136,
|
| 227 |
+
"p95": 12.836733175263902,
|
| 228 |
+
"p99": 12.846911394867714,
|
| 229 |
+
"unit": "tokens/sec"
|
| 230 |
+
},
|
| 231 |
+
"time_per_output_token_seconds": {
|
| 232 |
+
"name": "time_per_output_token_seconds",
|
| 233 |
+
"measurements": [
|
| 234 |
+
0.077824306640625,
|
| 235 |
+
0.07821150878906251,
|
| 236 |
+
0.0786147509765625,
|
| 237 |
+
0.079009521484375,
|
| 238 |
+
0.0791982177734375
|
| 239 |
+
],
|
| 240 |
+
"mean": 0.0785716611328125,
|
| 241 |
+
"median": 0.0786147509765625,
|
| 242 |
+
"std": 0.0005048564337943156,
|
| 243 |
+
"min": 0.077824306640625,
|
| 244 |
+
"max": 0.0791982177734375,
|
| 245 |
+
"p25": 0.07821150878906251,
|
| 246 |
+
"p75": 0.079009521484375,
|
| 247 |
+
"p90": 0.07912273925781249,
|
| 248 |
+
"p95": 0.079160478515625,
|
| 249 |
+
"p99": 0.079190669921875,
|
| 250 |
+
"unit": "seconds/token"
|
| 251 |
+
}
|
| 252 |
+
},
|
| 253 |
+
"gpu_metrics": {
|
| 254 |
+
"gpu_utilization_mean": 45.10059171597633,
|
| 255 |
+
"gpu_utilization_max": 93,
|
| 256 |
+
"gpu_utilization_min": 0,
|
| 257 |
+
"gpu_memory_used_mean": 13630.68047337278,
|
| 258 |
+
"gpu_memory_used_max": 13777,
|
| 259 |
+
"gpu_memory_used_min": 13415,
|
| 260 |
+
"sample_count": 169,
|
| 261 |
+
"gpu_monitoring_status": "success"
|
| 262 |
+
}
|
| 263 |
+
},
|
| 264 |
+
{
|
| 265 |
+
"scenario_name": "eager_sdpa_default",
|
| 266 |
+
"metadata": {
|
| 267 |
+
"timestamp": "2025-09-23T16:45:12.762480",
|
| 268 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.40424609375,
|
| 302 |
+
3.404853759765625,
|
| 303 |
+
3.408125244140625,
|
| 304 |
+
3.40607568359375,
|
| 305 |
+
3.40654150390625
|
| 306 |
+
],
|
| 307 |
+
"mean": 3.40596845703125,
|
| 308 |
+
"median": 3.40607568359375,
|
| 309 |
+
"std": 0.0013565173171330685,
|
| 310 |
+
"min": 3.40424609375,
|
| 311 |
+
"max": 3.408125244140625,
|
| 312 |
+
"p25": 3.404853759765625,
|
| 313 |
+
"p75": 3.40654150390625,
|
| 314 |
+
"p90": 3.407491748046875,
|
| 315 |
+
"p95": 3.4078084960937503,
|
| 316 |
+
"p99": 3.40806189453125,
|
| 317 |
+
"unit": "seconds"
|
| 318 |
+
},
|
| 319 |
+
"time_to_first_token_seconds": {
|
| 320 |
+
"name": "time_to_first_token_seconds",
|
| 321 |
+
"measurements": [
|
| 322 |
+
0.03507455825805664,
|
| 323 |
+
0.03457807922363281,
|
| 324 |
+
0.034545951843261716,
|
| 325 |
+
0.03452083206176758,
|
| 326 |
+
0.034538272857666016
|
| 327 |
+
],
|
| 328 |
+
"mean": 0.03465153884887695,
|
| 329 |
+
"median": 0.034545951843261716,
|
| 330 |
+
"std": 0.00021232230302065884,
|
| 331 |
+
"min": 0.03452083206176758,
|
| 332 |
+
"max": 0.03507455825805664,
|
| 333 |
+
"p25": 0.034538272857666016,
|
| 334 |
+
"p75": 0.03457807922363281,
|
| 335 |
+
"p90": 0.034875966644287104,
|
| 336 |
+
"p95": 0.03497526245117187,
|
| 337 |
+
"p99": 0.03505469909667969,
|
| 338 |
+
"unit": "seconds"
|
| 339 |
+
},
|
| 340 |
+
"tokens_per_second": {
|
| 341 |
+
"name": "tokens_per_second",
|
| 342 |
+
"measurements": [
|
| 343 |
+
29.375079605318266,
|
| 344 |
+
29.369837019632687,
|
| 345 |
+
29.341644698041453,
|
| 346 |
+
29.359300640815476,
|
| 347 |
+
29.355285965349584
|
| 348 |
+
],
|
| 349 |
+
"mean": 29.360229585831497,
|
| 350 |
+
"median": 29.359300640815476,
|
| 351 |
+
"std": 0.011692101945178128,
|
| 352 |
+
"min": 29.341644698041453,
|
| 353 |
+
"max": 29.375079605318266,
|
| 354 |
+
"p25": 29.355285965349584,
|
| 355 |
+
"p75": 29.369837019632687,
|
| 356 |
+
"p90": 29.372982571044034,
|
| 357 |
+
"p95": 29.37403108818115,
|
| 358 |
+
"p99": 29.374869901890843,
|
| 359 |
+
"unit": "tokens/sec"
|
| 360 |
+
},
|
| 361 |
+
"time_per_output_token_seconds": {
|
| 362 |
+
"name": "time_per_output_token_seconds",
|
| 363 |
+
"measurements": [
|
| 364 |
+
0.0340424609375,
|
| 365 |
+
0.034048537597656255,
|
| 366 |
+
0.03408125244140625,
|
| 367 |
+
0.0340607568359375,
|
| 368 |
+
0.0340654150390625
|
| 369 |
+
],
|
| 370 |
+
"mean": 0.0340596845703125,
|
| 371 |
+
"median": 0.0340607568359375,
|
| 372 |
+
"std": 1.3565173171330372e-05,
|
| 373 |
+
"min": 0.0340424609375,
|
| 374 |
+
"max": 0.03408125244140625,
|
| 375 |
+
"p25": 0.034048537597656255,
|
| 376 |
+
"p75": 0.0340654150390625,
|
| 377 |
+
"p90": 0.03407491748046875,
|
| 378 |
+
"p95": 0.0340780849609375,
|
| 379 |
+
"p99": 0.0340806189453125,
|
| 380 |
+
"unit": "seconds/token"
|
| 381 |
+
}
|
| 382 |
+
},
|
| 383 |
+
"gpu_metrics": {
|
| 384 |
+
"gpu_utilization_mean": 96.87209302325581,
|
| 385 |
+
"gpu_utilization_max": 97,
|
| 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": "2025-09-23T16:45:45.127135",
|
| 398 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.521896728515625,
|
| 432 |
+
3.52783203125,
|
| 433 |
+
3.531720703125,
|
| 434 |
+
3.52489208984375,
|
| 435 |
+
3.52904736328125
|
| 436 |
+
],
|
| 437 |
+
"mean": 3.527077783203125,
|
| 438 |
+
"median": 3.52783203125,
|
| 439 |
+
"std": 0.003394861538778413,
|
| 440 |
+
"min": 3.521896728515625,
|
| 441 |
+
"max": 3.531720703125,
|
| 442 |
+
"p25": 3.52489208984375,
|
| 443 |
+
"p75": 3.52904736328125,
|
| 444 |
+
"p90": 3.5306513671874997,
|
| 445 |
+
"p95": 3.53118603515625,
|
| 446 |
+
"p99": 3.53161376953125,
|
| 447 |
+
"unit": "seconds"
|
| 448 |
+
},
|
| 449 |
+
"time_to_first_token_seconds": {
|
| 450 |
+
"name": "time_to_first_token_seconds",
|
| 451 |
+
"measurements": [
|
| 452 |
+
0.03917308807373047,
|
| 453 |
+
0.038193023681640625,
|
| 454 |
+
0.0372498550415039,
|
| 455 |
+
0.03809782409667969,
|
| 456 |
+
0.03847139358520508
|
| 457 |
+
],
|
| 458 |
+
"mean": 0.038237036895751954,
|
| 459 |
+
"median": 0.038193023681640625,
|
| 460 |
+
"std": 0.0006207995240792244,
|
| 461 |
+
"min": 0.0372498550415039,
|
| 462 |
+
"max": 0.03917308807373047,
|
| 463 |
+
"p25": 0.03809782409667969,
|
| 464 |
+
"p75": 0.03847139358520508,
|
| 465 |
+
"p90": 0.038892410278320313,
|
| 466 |
+
"p95": 0.03903274917602539,
|
| 467 |
+
"p99": 0.03914502029418945,
|
| 468 |
+
"unit": "seconds"
|
| 469 |
+
},
|
| 470 |
+
"tokens_per_second": {
|
| 471 |
+
"name": "tokens_per_second",
|
| 472 |
+
"measurements": [
|
| 473 |
+
28.393791104189198,
|
| 474 |
+
28.346020761245676,
|
| 475 |
+
28.314809806878618,
|
| 476 |
+
28.369662801346283,
|
| 477 |
+
28.336258969055507
|
| 478 |
+
],
|
| 479 |
+
"mean": 28.35210868854306,
|
| 480 |
+
"median": 28.346020761245676,
|
| 481 |
+
"std": 0.027294884833741782,
|
| 482 |
+
"min": 28.314809806878618,
|
| 483 |
+
"max": 28.393791104189198,
|
| 484 |
+
"p25": 28.336258969055507,
|
| 485 |
+
"p75": 28.369662801346283,
|
| 486 |
+
"p90": 28.38413978305203,
|
| 487 |
+
"p95": 28.388965443620616,
|
| 488 |
+
"p99": 28.39282597207548,
|
| 489 |
+
"unit": "tokens/sec"
|
| 490 |
+
},
|
| 491 |
+
"time_per_output_token_seconds": {
|
| 492 |
+
"name": "time_per_output_token_seconds",
|
| 493 |
+
"measurements": [
|
| 494 |
+
0.03521896728515625,
|
| 495 |
+
0.0352783203125,
|
| 496 |
+
0.03531720703125,
|
| 497 |
+
0.0352489208984375,
|
| 498 |
+
0.0352904736328125
|
| 499 |
+
],
|
| 500 |
+
"mean": 0.03527077783203125,
|
| 501 |
+
"median": 0.0352783203125,
|
| 502 |
+
"std": 3.3948615387784467e-05,
|
| 503 |
+
"min": 0.03521896728515625,
|
| 504 |
+
"max": 0.03531720703125,
|
| 505 |
+
"p25": 0.0352489208984375,
|
| 506 |
+
"p75": 0.0352904736328125,
|
| 507 |
+
"p90": 0.035306513671875,
|
| 508 |
+
"p95": 0.0353118603515625,
|
| 509 |
+
"p99": 0.0353161376953125,
|
| 510 |
+
"unit": "seconds/token"
|
| 511 |
+
}
|
| 512 |
+
},
|
| 513 |
+
"gpu_metrics": {
|
| 514 |
+
"gpu_utilization_mean": 96.20224719101124,
|
| 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": "2025-09-23T16:46:18.464792",
|
| 528 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.406349609375,
|
| 562 |
+
3.40407275390625,
|
| 563 |
+
3.40154443359375,
|
| 564 |
+
3.40117724609375,
|
| 565 |
+
3.403020751953125
|
| 566 |
+
],
|
| 567 |
+
"mean": 3.4032329589843746,
|
| 568 |
+
"median": 3.403020751953125,
|
| 569 |
+
"std": 0.0018730120381763807,
|
| 570 |
+
"min": 3.40117724609375,
|
| 571 |
+
"max": 3.406349609375,
|
| 572 |
+
"p25": 3.40154443359375,
|
| 573 |
+
"p75": 3.40407275390625,
|
| 574 |
+
"p90": 3.4054388671874998,
|
| 575 |
+
"p95": 3.40589423828125,
|
| 576 |
+
"p99": 3.4062585351562498,
|
| 577 |
+
"unit": "seconds"
|
| 578 |
+
},
|
| 579 |
+
"time_to_first_token_seconds": {
|
| 580 |
+
"name": "time_to_first_token_seconds",
|
| 581 |
+
"measurements": [
|
| 582 |
+
0.03515059280395508,
|
| 583 |
+
0.03457772827148437,
|
| 584 |
+
0.03460761642456055,
|
| 585 |
+
0.034565406799316405,
|
| 586 |
+
0.03472812652587891
|
| 587 |
+
],
|
| 588 |
+
"mean": 0.03472589416503906,
|
| 589 |
+
"median": 0.03460761642456055,
|
| 590 |
+
"std": 0.0002200331192317175,
|
| 591 |
+
"min": 0.034565406799316405,
|
| 592 |
+
"max": 0.03515059280395508,
|
| 593 |
+
"p25": 0.03457772827148437,
|
| 594 |
+
"p75": 0.03472812652587891,
|
| 595 |
+
"p90": 0.03498160629272461,
|
| 596 |
+
"p95": 0.03506609954833984,
|
| 597 |
+
"p99": 0.03513369415283203,
|
| 598 |
+
"unit": "seconds"
|
| 599 |
+
},
|
| 600 |
+
"tokens_per_second": {
|
| 601 |
+
"name": "tokens_per_second",
|
| 602 |
+
"measurements": [
|
| 603 |
+
29.356939676649365,
|
| 604 |
+
29.376575422851275,
|
| 605 |
+
29.398410619716486,
|
| 606 |
+
29.401584441049035,
|
| 607 |
+
29.38565682933498
|
| 608 |
+
],
|
| 609 |
+
"mean": 29.383833397920228,
|
| 610 |
+
"median": 29.38565682933498,
|
| 611 |
+
"std": 0.016167066991132448,
|
| 612 |
+
"min": 29.356939676649365,
|
| 613 |
+
"max": 29.401584441049035,
|
| 614 |
+
"p25": 29.376575422851275,
|
| 615 |
+
"p75": 29.398410619716486,
|
| 616 |
+
"p90": 29.400314912516016,
|
| 617 |
+
"p95": 29.400949676782524,
|
| 618 |
+
"p99": 29.40145748819573,
|
| 619 |
+
"unit": "tokens/sec"
|
| 620 |
+
},
|
| 621 |
+
"time_per_output_token_seconds": {
|
| 622 |
+
"name": "time_per_output_token_seconds",
|
| 623 |
+
"measurements": [
|
| 624 |
+
0.03406349609375,
|
| 625 |
+
0.0340407275390625,
|
| 626 |
+
0.0340154443359375,
|
| 627 |
+
0.0340117724609375,
|
| 628 |
+
0.03403020751953125
|
| 629 |
+
],
|
| 630 |
+
"mean": 0.03403232958984375,
|
| 631 |
+
"median": 0.03403020751953125,
|
| 632 |
+
"std": 1.8730120381764702e-05,
|
| 633 |
+
"min": 0.0340117724609375,
|
| 634 |
+
"max": 0.03406349609375,
|
| 635 |
+
"p25": 0.0340154443359375,
|
| 636 |
+
"p75": 0.0340407275390625,
|
| 637 |
+
"p90": 0.034054388671875,
|
| 638 |
+
"p95": 0.0340589423828125,
|
| 639 |
+
"p99": 0.0340625853515625,
|
| 640 |
+
"unit": "seconds/token"
|
| 641 |
+
}
|
| 642 |
+
},
|
| 643 |
+
"gpu_metrics": {
|
| 644 |
+
"gpu_utilization_mean": 96.84883720930233,
|
| 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": "2025-09-23T16:46:50.820078",
|
| 658 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.40277001953125,
|
| 692 |
+
3.402108154296875,
|
| 693 |
+
3.401876953125,
|
| 694 |
+
3.40280419921875,
|
| 695 |
+
3.403853515625
|
| 696 |
+
],
|
| 697 |
+
"mean": 3.402682568359375,
|
| 698 |
+
"median": 3.40277001953125,
|
| 699 |
+
"std": 0.0006888434790783525,
|
| 700 |
+
"min": 3.401876953125,
|
| 701 |
+
"max": 3.403853515625,
|
| 702 |
+
"p25": 3.402108154296875,
|
| 703 |
+
"p75": 3.40280419921875,
|
| 704 |
+
"p90": 3.4034337890625,
|
| 705 |
+
"p95": 3.40364365234375,
|
| 706 |
+
"p99": 3.4038115429687497,
|
| 707 |
+
"unit": "seconds"
|
| 708 |
+
},
|
| 709 |
+
"time_to_first_token_seconds": {
|
| 710 |
+
"name": "time_to_first_token_seconds",
|
| 711 |
+
"measurements": [
|
| 712 |
+
0.035182048797607425,
|
| 713 |
+
0.0346794548034668,
|
| 714 |
+
0.03526700973510742,
|
| 715 |
+
0.0346583366394043,
|
| 716 |
+
0.03467619323730469
|
| 717 |
+
],
|
| 718 |
+
"mean": 0.03489260864257813,
|
| 719 |
+
"median": 0.0346794548034668,
|
| 720 |
+
"std": 0.00027243543810200445,
|
| 721 |
+
"min": 0.0346583366394043,
|
| 722 |
+
"max": 0.03526700973510742,
|
| 723 |
+
"p25": 0.03467619323730469,
|
| 724 |
+
"p75": 0.035182048797607425,
|
| 725 |
+
"p90": 0.035233025360107424,
|
| 726 |
+
"p95": 0.03525001754760742,
|
| 727 |
+
"p99": 0.03526361129760742,
|
| 728 |
+
"unit": "seconds"
|
| 729 |
+
},
|
| 730 |
+
"tokens_per_second": {
|
| 731 |
+
"name": "tokens_per_second",
|
| 732 |
+
"measurements": [
|
| 733 |
+
29.38782210552553,
|
| 734 |
+
29.393539377547313,
|
| 735 |
+
29.395537045553322,
|
| 736 |
+
29.387526917640162,
|
| 737 |
+
29.378467534211286
|
| 738 |
+
],
|
| 739 |
+
"mean": 29.38857859609552,
|
| 740 |
+
"median": 29.38782210552553,
|
| 741 |
+
"std": 0.005948802391271814,
|
| 742 |
+
"min": 29.378467534211286,
|
| 743 |
+
"max": 29.395537045553322,
|
| 744 |
+
"p25": 29.387526917640162,
|
| 745 |
+
"p75": 29.393539377547313,
|
| 746 |
+
"p90": 29.394737978350918,
|
| 747 |
+
"p95": 29.39513751195212,
|
| 748 |
+
"p99": 29.39545713883308,
|
| 749 |
+
"unit": "tokens/sec"
|
| 750 |
+
},
|
| 751 |
+
"time_per_output_token_seconds": {
|
| 752 |
+
"name": "time_per_output_token_seconds",
|
| 753 |
+
"measurements": [
|
| 754 |
+
0.034027700195312496,
|
| 755 |
+
0.03402108154296875,
|
| 756 |
+
0.03401876953125,
|
| 757 |
+
0.0340280419921875,
|
| 758 |
+
0.03403853515625
|
| 759 |
+
],
|
| 760 |
+
"mean": 0.03402682568359375,
|
| 761 |
+
"median": 0.034027700195312496,
|
| 762 |
+
"std": 6.888434790784534e-06,
|
| 763 |
+
"min": 0.03401876953125,
|
| 764 |
+
"max": 0.03403853515625,
|
| 765 |
+
"p25": 0.03402108154296875,
|
| 766 |
+
"p75": 0.0340280419921875,
|
| 767 |
+
"p90": 0.034034337890625,
|
| 768 |
+
"p95": 0.0340364365234375,
|
| 769 |
+
"p99": 0.0340381154296875,
|
| 770 |
+
"unit": "seconds/token"
|
| 771 |
+
}
|
| 772 |
+
},
|
| 773 |
+
"gpu_metrics": {
|
| 774 |
+
"gpu_utilization_mean": 97.01162790697674,
|
| 775 |
+
"gpu_utilization_max": 98,
|
| 776 |
+
"gpu_utilization_min": 94,
|
| 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": "2025-09-23T16:47:23.199928",
|
| 788 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.690652587890625,
|
| 822 |
+
3.679438232421875,
|
| 823 |
+
3.6811142578125,
|
| 824 |
+
3.688697509765625,
|
| 825 |
+
3.680710693359375
|
| 826 |
+
],
|
| 827 |
+
"mean": 3.6841226562499996,
|
| 828 |
+
"median": 3.6811142578125,
|
| 829 |
+
"std": 0.004608797466756947,
|
| 830 |
+
"min": 3.679438232421875,
|
| 831 |
+
"max": 3.690652587890625,
|
| 832 |
+
"p25": 3.680710693359375,
|
| 833 |
+
"p75": 3.688697509765625,
|
| 834 |
+
"p90": 3.689870556640625,
|
| 835 |
+
"p95": 3.690261572265625,
|
| 836 |
+
"p99": 3.690574384765625,
|
| 837 |
+
"unit": "seconds"
|
| 838 |
+
},
|
| 839 |
+
"time_to_first_token_seconds": {
|
| 840 |
+
"name": "time_to_first_token_seconds",
|
| 841 |
+
"measurements": [
|
| 842 |
+
0.0381126708984375,
|
| 843 |
+
0.037270687103271485,
|
| 844 |
+
0.03757932662963867,
|
| 845 |
+
0.03728675079345703,
|
| 846 |
+
0.03736966323852539
|
| 847 |
+
],
|
| 848 |
+
"mean": 0.03752381973266601,
|
| 849 |
+
"median": 0.03736966323852539,
|
| 850 |
+
"std": 0.00031428291258977446,
|
| 851 |
+
"min": 0.037270687103271485,
|
| 852 |
+
"max": 0.0381126708984375,
|
| 853 |
+
"p25": 0.03728675079345703,
|
| 854 |
+
"p75": 0.03757932662963867,
|
| 855 |
+
"p90": 0.03789933319091797,
|
| 856 |
+
"p95": 0.03800600204467773,
|
| 857 |
+
"p99": 0.038091337127685546,
|
| 858 |
+
"unit": "seconds"
|
| 859 |
+
},
|
| 860 |
+
"tokens_per_second": {
|
| 861 |
+
"name": "tokens_per_second",
|
| 862 |
+
"measurements": [
|
| 863 |
+
27.09547908359332,
|
| 864 |
+
27.178061889675515,
|
| 865 |
+
27.16568761422389,
|
| 866 |
+
27.109840190271896,
|
| 867 |
+
27.168666143855564
|
| 868 |
+
],
|
| 869 |
+
"mean": 27.143546984324036,
|
| 870 |
+
"median": 27.16568761422389,
|
| 871 |
+
"std": 0.033938560385748405,
|
| 872 |
+
"min": 27.09547908359332,
|
| 873 |
+
"max": 27.178061889675515,
|
| 874 |
+
"p25": 27.109840190271896,
|
| 875 |
+
"p75": 27.168666143855564,
|
| 876 |
+
"p90": 27.174303591347535,
|
| 877 |
+
"p95": 27.176182740511525,
|
| 878 |
+
"p99": 27.177686059842717,
|
| 879 |
+
"unit": "tokens/sec"
|
| 880 |
+
},
|
| 881 |
+
"time_per_output_token_seconds": {
|
| 882 |
+
"name": "time_per_output_token_seconds",
|
| 883 |
+
"measurements": [
|
| 884 |
+
0.03690652587890625,
|
| 885 |
+
0.03679438232421875,
|
| 886 |
+
0.036811142578125,
|
| 887 |
+
0.036886975097656254,
|
| 888 |
+
0.03680710693359375
|
| 889 |
+
],
|
| 890 |
+
"mean": 0.036841226562499996,
|
| 891 |
+
"median": 0.036811142578125,
|
| 892 |
+
"std": 4.608797466756932e-05,
|
| 893 |
+
"min": 0.03679438232421875,
|
| 894 |
+
"max": 0.03690652587890625,
|
| 895 |
+
"p25": 0.03680710693359375,
|
| 896 |
+
"p75": 0.036886975097656254,
|
| 897 |
+
"p90": 0.03689870556640625,
|
| 898 |
+
"p95": 0.03690261572265625,
|
| 899 |
+
"p99": 0.03690574384765625,
|
| 900 |
+
"unit": "seconds/token"
|
| 901 |
+
}
|
| 902 |
+
},
|
| 903 |
+
"gpu_metrics": {
|
| 904 |
+
"gpu_utilization_mean": 90.58064516129032,
|
| 905 |
+
"gpu_utilization_max": 94,
|
| 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": "2025-09-23T16:47:57.826847",
|
| 918 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.8264716796875,
|
| 952 |
+
3.8284970703125,
|
| 953 |
+
3.846236572265625,
|
| 954 |
+
3.90469140625,
|
| 955 |
+
3.898036865234375
|
| 956 |
+
],
|
| 957 |
+
"mean": 3.86078671875,
|
| 958 |
+
"median": 3.846236572265625,
|
| 959 |
+
"std": 0.033902935160174855,
|
| 960 |
+
"min": 3.8264716796875,
|
| 961 |
+
"max": 3.90469140625,
|
| 962 |
+
"p25": 3.8284970703125,
|
| 963 |
+
"p75": 3.898036865234375,
|
| 964 |
+
"p90": 3.90202958984375,
|
| 965 |
+
"p95": 3.903360498046875,
|
| 966 |
+
"p99": 3.904425224609375,
|
| 967 |
+
"unit": "seconds"
|
| 968 |
+
},
|
| 969 |
+
"time_to_first_token_seconds": {
|
| 970 |
+
"name": "time_to_first_token_seconds",
|
| 971 |
+
"measurements": [
|
| 972 |
+
0.040523681640625,
|
| 973 |
+
0.040086624145507815,
|
| 974 |
+
0.03949939346313477,
|
| 975 |
+
0.040279327392578126,
|
| 976 |
+
0.041201057434082033
|
| 977 |
+
],
|
| 978 |
+
"mean": 0.040318016815185556,
|
| 979 |
+
"median": 0.040279327392578126,
|
| 980 |
+
"std": 0.0005562809338040034,
|
| 981 |
+
"min": 0.03949939346313477,
|
| 982 |
+
"max": 0.041201057434082033,
|
| 983 |
+
"p25": 0.040086624145507815,
|
| 984 |
+
"p75": 0.040523681640625,
|
| 985 |
+
"p90": 0.04093010711669922,
|
| 986 |
+
"p95": 0.04106558227539063,
|
| 987 |
+
"p99": 0.04117396240234375,
|
| 988 |
+
"unit": "seconds"
|
| 989 |
+
},
|
| 990 |
+
"tokens_per_second": {
|
| 991 |
+
"name": "tokens_per_second",
|
| 992 |
+
"measurements": [
|
| 993 |
+
26.133735820087605,
|
| 994 |
+
26.119910284230027,
|
| 995 |
+
25.999440783512444,
|
| 996 |
+
25.610218477172392,
|
| 997 |
+
25.653939010140007
|
| 998 |
+
],
|
| 999 |
+
"mean": 25.903448875028495,
|
| 1000 |
+
"median": 25.999440783512444,
|
| 1001 |
+
"std": 0.22686617382769125,
|
| 1002 |
+
"min": 25.610218477172392,
|
| 1003 |
+
"max": 26.133735820087605,
|
| 1004 |
+
"p25": 25.653939010140007,
|
| 1005 |
+
"p75": 26.119910284230027,
|
| 1006 |
+
"p90": 26.128205605744572,
|
| 1007 |
+
"p95": 26.13097071291609,
|
| 1008 |
+
"p99": 26.1331827986533,
|
| 1009 |
+
"unit": "tokens/sec"
|
| 1010 |
+
},
|
| 1011 |
+
"time_per_output_token_seconds": {
|
| 1012 |
+
"name": "time_per_output_token_seconds",
|
| 1013 |
+
"measurements": [
|
| 1014 |
+
0.038264716796875,
|
| 1015 |
+
0.038284970703125,
|
| 1016 |
+
0.038462365722656246,
|
| 1017 |
+
0.0390469140625,
|
| 1018 |
+
0.03898036865234375
|
| 1019 |
+
],
|
| 1020 |
+
"mean": 0.03860786718749999,
|
| 1021 |
+
"median": 0.038462365722656246,
|
| 1022 |
+
"std": 0.00033902935160174834,
|
| 1023 |
+
"min": 0.038264716796875,
|
| 1024 |
+
"max": 0.0390469140625,
|
| 1025 |
+
"p25": 0.038284970703125,
|
| 1026 |
+
"p75": 0.03898036865234375,
|
| 1027 |
+
"p90": 0.0390202958984375,
|
| 1028 |
+
"p95": 0.03903360498046875,
|
| 1029 |
+
"p99": 0.03904425224609375,
|
| 1030 |
+
"unit": "seconds/token"
|
| 1031 |
+
}
|
| 1032 |
+
},
|
| 1033 |
+
"gpu_metrics": {
|
| 1034 |
+
"gpu_utilization_mean": 89.58762886597938,
|
| 1035 |
+
"gpu_utilization_max": 94,
|
| 1036 |
+
"gpu_utilization_min": 85,
|
| 1037 |
+
"gpu_memory_used_mean": 13845,
|
| 1038 |
+
"gpu_memory_used_max": 13845,
|
| 1039 |
+
"gpu_memory_used_min": 13845,
|
| 1040 |
+
"sample_count": 97,
|
| 1041 |
+
"gpu_monitoring_status": "success"
|
| 1042 |
+
}
|
| 1043 |
+
},
|
| 1044 |
+
{
|
| 1045 |
+
"scenario_name": "compiled_compile_max-autotune_sdpa_efficient_attention",
|
| 1046 |
+
"metadata": {
|
| 1047 |
+
"timestamp": "2025-09-23T16:48:38.789921",
|
| 1048 |
+
"commit_id": "869735d37d0f929311ac6611728c482a4414ba8c",
|
| 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 |
+
3.68554443359375,
|
| 1082 |
+
3.67249755859375,
|
| 1083 |
+
3.68795458984375,
|
| 1084 |
+
3.6894404296875,
|
| 1085 |
+
3.6837666015625
|
| 1086 |
+
],
|
| 1087 |
+
"mean": 3.6838407226562504,
|
| 1088 |
+
"median": 3.68554443359375,
|
| 1089 |
+
"std": 0.005997601485862664,
|
| 1090 |
+
"min": 3.67249755859375,
|
| 1091 |
+
"max": 3.6894404296875,
|
| 1092 |
+
"p25": 3.6837666015625,
|
| 1093 |
+
"p75": 3.68795458984375,
|
| 1094 |
+
"p90": 3.68884609375,
|
| 1095 |
+
"p95": 3.68914326171875,
|
| 1096 |
+
"p99": 3.68938099609375,
|
| 1097 |
+
"unit": "seconds"
|
| 1098 |
+
},
|
| 1099 |
+
"time_to_first_token_seconds": {
|
| 1100 |
+
"name": "time_to_first_token_seconds",
|
| 1101 |
+
"measurements": [
|
| 1102 |
+
0.03821184158325195,
|
| 1103 |
+
0.03734479904174805,
|
| 1104 |
+
0.03731033706665039,
|
| 1105 |
+
0.037346817016601565,
|
| 1106 |
+
0.037362560272216794
|
| 1107 |
+
],
|
| 1108 |
+
"mean": 0.03751527099609375,
|
| 1109 |
+
"median": 0.037346817016601565,
|
| 1110 |
+
"std": 0.0003487023068301199,
|
| 1111 |
+
"min": 0.03731033706665039,
|
| 1112 |
+
"max": 0.03821184158325195,
|
| 1113 |
+
"p25": 0.03734479904174805,
|
| 1114 |
+
"p75": 0.037362560272216794,
|
| 1115 |
+
"p90": 0.03787212905883789,
|
| 1116 |
+
"p95": 0.03804198532104492,
|
| 1117 |
+
"p99": 0.03817787033081054,
|
| 1118 |
+
"unit": "seconds"
|
| 1119 |
+
},
|
| 1120 |
+
"tokens_per_second": {
|
| 1121 |
+
"name": "tokens_per_second",
|
| 1122 |
+
"measurements": [
|
| 1123 |
+
27.13303334196697,
|
| 1124 |
+
27.229425861971542,
|
| 1125 |
+
27.115301331363945,
|
| 1126 |
+
27.10438124853262,
|
| 1127 |
+
27.146128084657743
|
| 1128 |
+
],
|
| 1129 |
+
"mean": 27.145653973698565,
|
| 1130 |
+
"median": 27.13303334196697,
|
| 1131 |
+
"std": 0.04427630321208719,
|
| 1132 |
+
"min": 27.10438124853262,
|
| 1133 |
+
"max": 27.229425861971542,
|
| 1134 |
+
"p25": 27.115301331363945,
|
| 1135 |
+
"p75": 27.146128084657743,
|
| 1136 |
+
"p90": 27.196106751046024,
|
| 1137 |
+
"p95": 27.212766306508783,
|
| 1138 |
+
"p99": 27.22609395087899,
|
| 1139 |
+
"unit": "tokens/sec"
|
| 1140 |
+
},
|
| 1141 |
+
"time_per_output_token_seconds": {
|
| 1142 |
+
"name": "time_per_output_token_seconds",
|
| 1143 |
+
"measurements": [
|
| 1144 |
+
0.0368554443359375,
|
| 1145 |
+
0.0367249755859375,
|
| 1146 |
+
0.0368795458984375,
|
| 1147 |
+
0.036894404296875,
|
| 1148 |
+
0.036837666015625
|
| 1149 |
+
],
|
| 1150 |
+
"mean": 0.036838407226562495,
|
| 1151 |
+
"median": 0.0368554443359375,
|
| 1152 |
+
"std": 5.997601485862639e-05,
|
| 1153 |
+
"min": 0.0367249755859375,
|
| 1154 |
+
"max": 0.036894404296875,
|
| 1155 |
+
"p25": 0.036837666015625,
|
| 1156 |
+
"p75": 0.0368795458984375,
|
| 1157 |
+
"p90": 0.0368884609375,
|
| 1158 |
+
"p95": 0.036891432617187504,
|
| 1159 |
+
"p99": 0.0368938099609375,
|
| 1160 |
+
"unit": "seconds/token"
|
| 1161 |
+
}
|
| 1162 |
+
},
|
| 1163 |
+
"gpu_metrics": {
|
| 1164 |
+
"gpu_utilization_mean": 90.66666666666667,
|
| 1165 |
+
"gpu_utilization_max": 94,
|
| 1166 |
+
"gpu_utilization_min": 88,
|
| 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 |
+
}
|