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2024-10-10-13-27-38/pytorch/benchmark.json
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|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"name": "2024-10-10-13-27-38/pytorch",
|
| 4 |
+
"backend": {
|
| 5 |
+
"name": "pytorch",
|
| 6 |
+
"version": "2.4.1",
|
| 7 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
+
"task": "text-generation",
|
| 9 |
+
"library": "transformers",
|
| 10 |
+
"model_type": "qwen2",
|
| 11 |
+
"model": "Qwen/Qwen2.5-7B-Instruct",
|
| 12 |
+
"processor": "Qwen/Qwen2.5-7B-Instruct",
|
| 13 |
+
"device": "cpu",
|
| 14 |
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"device_ids": null,
|
| 15 |
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"seed": 42,
|
| 16 |
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"inter_op_num_threads": null,
|
| 17 |
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"intra_op_num_threads": null,
|
| 18 |
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"model_kwargs": {},
|
| 19 |
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"processor_kwargs": {},
|
| 20 |
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"no_weights": false,
|
| 21 |
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"device_map": null,
|
| 22 |
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"torch_dtype": "float32",
|
| 23 |
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"eval_mode": true,
|
| 24 |
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"to_bettertransformer": false,
|
| 25 |
+
"low_cpu_mem_usage": null,
|
| 26 |
+
"attn_implementation": null,
|
| 27 |
+
"cache_implementation": null,
|
| 28 |
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"autocast_enabled": false,
|
| 29 |
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"autocast_dtype": null,
|
| 30 |
+
"torch_compile": false,
|
| 31 |
+
"torch_compile_target": "forward",
|
| 32 |
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"torch_compile_config": {},
|
| 33 |
+
"quantization_scheme": null,
|
| 34 |
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"quantization_config": {},
|
| 35 |
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"deepspeed_inference": false,
|
| 36 |
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"deepspeed_inference_config": {},
|
| 37 |
+
"peft_type": null,
|
| 38 |
+
"peft_config": {}
|
| 39 |
+
},
|
| 40 |
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"scenario": {
|
| 41 |
+
"name": "inference",
|
| 42 |
+
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
| 43 |
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"iterations": 10,
|
| 44 |
+
"duration": 10,
|
| 45 |
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"warmup_runs": 10,
|
| 46 |
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"input_shapes": {
|
| 47 |
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"batch_size": 2,
|
| 48 |
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"num_choices": 2,
|
| 49 |
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"sequence_length": 16
|
| 50 |
+
},
|
| 51 |
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"new_tokens": null,
|
| 52 |
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"memory": true,
|
| 53 |
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"latency": true,
|
| 54 |
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"energy": false,
|
| 55 |
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"forward_kwargs": {},
|
| 56 |
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"generate_kwargs": {
|
| 57 |
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"max_new_tokens": 32,
|
| 58 |
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"min_new_tokens": 32
|
| 59 |
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},
|
| 60 |
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"call_kwargs": {}
|
| 61 |
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},
|
| 62 |
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"launcher": {
|
| 63 |
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"name": "process",
|
| 64 |
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"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
| 65 |
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"device_isolation": false,
|
| 66 |
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"device_isolation_action": null,
|
| 67 |
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"numactl": true,
|
| 68 |
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"numactl_kwargs": {
|
| 69 |
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"cpunodebind": 0,
|
| 70 |
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"membind": 0
|
| 71 |
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},
|
| 72 |
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"start_method": "spawn"
|
| 73 |
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},
|
| 74 |
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"environment": {
|
| 75 |
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"cpu": " AMD EPYC 7R13 Processor",
|
| 76 |
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"cpu_count": 64,
|
| 77 |
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"cpu_ram_mb": 529717.026816,
|
| 78 |
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"system": "Linux",
|
| 79 |
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"machine": "x86_64",
|
| 80 |
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"platform": "Linux-5.10.205-195.807.amzn2.x86_64-x86_64-with-glibc2.36",
|
| 81 |
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"processor": "",
|
| 82 |
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"python_version": "3.10.15",
|
| 83 |
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"optimum_benchmark_version": "0.5.0",
|
| 84 |
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"optimum_benchmark_commit": null,
|
| 85 |
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"transformers_version": "4.44.2",
|
| 86 |
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"transformers_commit": null,
|
| 87 |
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"accelerate_version": "0.34.2",
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| 88 |
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"accelerate_commit": null,
|
| 89 |
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"diffusers_version": null,
|
| 90 |
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"diffusers_commit": null,
|
| 91 |
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"optimum_version": "1.22.0",
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| 92 |
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"optimum_commit": null,
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| 93 |
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"timm_version": null,
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| 94 |
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"timm_commit": null,
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| 95 |
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| 96 |
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"peft_commit": null
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| 97 |
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},
|
| 98 |
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"print_report": false,
|
| 99 |
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"log_report": true
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| 100 |
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},
|
| 101 |
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"report": {
|
| 102 |
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"load": {
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| 103 |
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"memory": {
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| 104 |
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"unit": "MB",
|
| 105 |
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"max_ram": 35904.417792,
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| 106 |
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| 107 |
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| 109 |
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| 110 |
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},
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| 111 |
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"latency": {
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| 112 |
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"unit": "s",
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| 113 |
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"values": [
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| 114 |
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| 115 |
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],
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| 116 |
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"count": 1,
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| 117 |
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"total": 17.653250481933355,
|
| 118 |
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"mean": 17.653250481933355,
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| 119 |
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"p50": 17.653250481933355,
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| 120 |
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"p90": 17.653250481933355,
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| 121 |
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"p95": 17.653250481933355,
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| 122 |
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"p99": 17.653250481933355,
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| 123 |
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"stdev": 0,
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| 124 |
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"stdev_": 0
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| 125 |
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},
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| 126 |
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"throughput": null,
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| 127 |
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"energy": null,
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| 128 |
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"efficiency": null
|
| 129 |
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},
|
| 130 |
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"prefill": {
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| 131 |
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"memory": {
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| 132 |
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"unit": "MB",
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| 133 |
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| 137 |
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| 138 |
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},
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"latency": {
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"unit": "s",
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"values": [
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| 142 |
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| 520 |
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1.4340159222483635,
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1.4633553586900234,
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| 522 |
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1.7709635347127914,
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| 525 |
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],
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| 526 |
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| 528 |
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"mean": 1.6576063196024586,
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| 529 |
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| 533 |
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| 534 |
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| 535 |
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},
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| 541 |
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| 542 |
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| 543 |
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}
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| 544 |
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}
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