File size: 6,143 Bytes
ca6662f bc7ad82 ca6662f 18daebf 8264ddb 1e13fe3 ca6662f 1e13fe3 ca6662f 6c88b97 ca6662f eb438d7 98b597a ca6662f 4e41138 ca6662f 2185a01 ca6662f 96fb234 31e6b6b 937a95b ca6662f 321ea2d ca6662f f81c7e4 ca6662f 937a95b ca6662f b09e33f ca6662f 6c88b97 31e6b6b 6c88b97 31e6b6b 6c88b97 31e6b6b 6c88b97 31e6b6b 6c88b97 31e6b6b 6c88b97 31e6b6b 6c88b97 ca6662f 31e6b6b ca6662f 4e41138 31e6b6b ca6662f 31e6b6b ca6662f 31e6b6b ca6662f 31e6b6b ca6662f 31e6b6b ca6662f 31e6b6b ca6662f |
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 |
{
"config": {
"name": "cpu_inference_transformers_token-classification_microsoft/deberta-v3-base",
"backend": {
"name": "pytorch",
"version": "2.4.1+cpu",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "token-classification",
"library": "transformers",
"model_type": "deberta-v2",
"model": "microsoft/deberta-v3-base",
"processor": "microsoft/deberta-v3-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-6.5.0-1025-azure-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.14",
"optimum_benchmark_version": "0.4.0",
"optimum_benchmark_commit": "712b269a3b6d61a1322007f38975568cf51222c7",
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.0",
"accelerate_commit": null,
"diffusers_version": "0.30.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.9",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1165.254656,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 1,
"total": 4.904764858000021,
"mean": 4.904764858000021,
"stdev": 0.0,
"p50": 4.904764858000021,
"p90": 4.904764858000021,
"p95": 4.904764858000021,
"p99": 4.904764858000021,
"values": [
4.904764858000021
]
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 6.889709633333453e-05,
"ram": 2.8796596974057474e-06,
"gpu": 0,
"total": 7.177675603074028e-05
},
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1193.28768,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 7,
"total": 1.09562829500004,
"mean": 0.15651832785714856,
"stdev": 0.007858843168527502,
"p50": 0.1590680809999867,
"p90": 0.16350115959999129,
"p95": 0.16494576429999483,
"p99": 0.16610144805999766,
"values": [
0.1602940150000336,
0.15868121700003712,
0.1590680809999867,
0.16157501999998658,
0.16639036899999837,
0.14701070799998206,
0.14260888500001556
]
},
"throughput": {
"unit": "samples/s",
"value": 6.389028132939689
},
"energy": {
"unit": "kWh",
"cpu": 5.529118087499975e-06,
"ram": 2.3107688238990292e-07,
"gpu": 0.0,
"total": 5.760194969889878e-06
},
"efficiency": {
"unit": "samples/kWh",
"value": 173605.2347580724
}
}
}
} |