File size: 6,871 Bytes
6b3d8f4 a604fe0 6b3d8f4 872763c ea28247 382b825 6b3d8f4 382b825 6b3d8f4 db25ece 6b3d8f4 464d9b0 6b3d8f4 4a604a6 6b3d8f4 09438d0 6b3d8f4 4725cd2 b4b95e0 2d15ef2 6b3d8f4 09438d0 6b3d8f4 a604fe0 6b3d8f4 a604fe0 6b3d8f4 b2f687c 6b3d8f4 db25ece b4b95e0 db25ece b4b95e0 db25ece b4b95e0 db25ece b4b95e0 db25ece b4b95e0 db25ece b4b95e0 db25ece 6b3d8f4 b4b95e0 6b3d8f4 b4b95e0 6b3d8f4 b4b95e0 6b3d8f4 b4b95e0 6b3d8f4 b4b95e0 6b3d8f4 b4b95e0 6b3d8f4 b4b95e0 6b3d8f4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 |
{
"config": {
"name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base",
"backend": {
"name": "pytorch",
"version": "2.3.1+cpu",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "multiple-choice",
"library": "transformers",
"model_type": "roberta",
"model": "FacebookAI/roberta-base",
"processor": "FacebookAI/roberta-base",
"device": "cpu",
"device_ids": null,
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": true,
"device_map": null,
"torch_dtype": null,
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {},
"quantization_scheme": null,
"quantization_config": {},
"deepspeed_inference": false,
"deepspeed_inference_config": {},
"peft_type": null,
"peft_config": {}
},
"scenario": {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 1,
"duration": 1,
"warmup_runs": 1,
"input_shapes": {
"batch_size": 1,
"num_choices": 2,
"sequence_length": 2
},
"new_tokens": null,
"memory": true,
"latency": true,
"energy": true,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 2,
"min_new_tokens": 2
},
"call_kwargs": {
"num_inference_steps": 2
}
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": false,
"device_isolation_action": "error",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 4,
"cpu_ram_mb": 16757.342208,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-6.5.0-1023-azure-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.14",
"optimum_benchmark_version": "0.3.1",
"optimum_benchmark_commit": "64d7cde4ffc4c5c7d57f80bbb0bfaa5207878a13",
"transformers_version": "4.42.4",
"transformers_commit": null,
"accelerate_version": "0.32.1",
"accelerate_commit": null,
"diffusers_version": "0.29.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.7",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 942.227456,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 1,
"total": 4.453371677000007,
"mean": 4.453371677000007,
"stdev": 0.0,
"p50": 4.453371677000007,
"p90": 4.453371677000007,
"p95": 4.453371677000007,
"p99": 4.453371677000007,
"values": [
4.453371677000007
]
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 4.78662027253045e-05,
"ram": 2.0005894394057574e-06,
"gpu": 0,
"total": 4.986679216471026e-05
},
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 953.97888,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 25,
"total": 1.0190818859999808,
"mean": 0.04076327543999923,
"stdev": 0.0008079558600825455,
"p50": 0.04071559400000524,
"p90": 0.04193756020000592,
"p95": 0.04199587259998907,
"p99": 0.04242499736001037,
"values": [
0.04036424299999908,
0.04026243200002,
0.040786346000004414,
0.04087009400001307,
0.04071559400000524,
0.04073091199995815,
0.040493655999966904,
0.040614792999974725,
0.0400694089999547,
0.041164735999984714,
0.04046073400002115,
0.04062328999998499,
0.04115272400002823,
0.041032617999974264,
0.041021728000032454,
0.041769674000022405,
0.04255671200002098,
0.042007900999976755,
0.03965625500001124,
0.03934489900001381,
0.04194775900003833,
0.0419222619999573,
0.039397957999995015,
0.03979971400002569,
0.04031544299999723
]
},
"throughput": {
"unit": "samples/s",
"value": 24.531885360192213
},
"energy": {
"unit": "kWh",
"cpu": 1.5893380377027724e-06,
"ram": 6.642166207175251e-08,
"gpu": 0.0,
"total": 1.655759699774525e-06
},
"efficiency": {
"unit": "samples/kWh",
"value": 603952.3731228488
}
}
}
} |