File size: 6,248 Bytes
efa7248 2afd4ec efa7248 1d4c0de 8790288 81ff67b efa7248 81ff67b efa7248 9a540d4 efa7248 7a01612 11ba49f efa7248 1d9a33c efa7248 9f0da7a efa7248 658fe31 d42e16b 1d9a33c 75b20c1 efa7248 32451af efa7248 636d5df efa7248 75b20c1 efa7248 8a9b457 efa7248 9a540d4 1d9a33c 9a540d4 1d9a33c 9a540d4 1d9a33c 9a540d4 1d9a33c 9a540d4 1d9a33c 9a540d4 1d9a33c 9a540d4 efa7248 1d9a33c efa7248 1d9a33c efa7248 1d9a33c efa7248 1d9a33c efa7248 1d9a33c efa7248 1d9a33c efa7248 1d9a33c efa7248 |
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 |
{
"config": {
"name": "cpu_inference_timm_image-classification_timm/resnet50.a1_in1k",
"backend": {
"name": "pytorch",
"version": "2.4.1+cpu",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "image-classification",
"library": "timm",
"model_type": "resnet50",
"model": "timm/resnet50.a1_in1k",
"processor": "timm/resnet50.a1_in1k",
"device": "cpu",
"device_ids": null,
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": false,
"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": "a38b9ad1f603bed36d9a51f418af821526aa4776",
"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": 528.375808,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 1,
"total": 3.4569876900000054,
"mean": 3.4569876900000054,
"stdev": 0.0,
"p50": 3.4569876900000054,
"p90": 3.4569876900000054,
"p95": 3.4569876900000054,
"p99": 3.4569876900000054,
"values": [
3.4569876900000054
]
},
"throughput": null,
"energy": {
"unit": "kWh",
"cpu": 9.960969083332652e-06,
"ram": 4.1588471050723814e-07,
"gpu": 0,
"total": 1.037685379383989e-05
},
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 556.675072,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"count": 10,
"total": 1.0419103460000088,
"mean": 0.10419103460000087,
"stdev": 0.025337668160632876,
"p50": 0.09811742349998553,
"p90": 0.13246863620000796,
"p95": 0.1331209841000202,
"p99": 0.13364286242003004,
"values": [
0.13168854599996394,
0.13232367000000522,
0.13149543700001232,
0.1337733320000325,
0.1162715339999636,
0.07925078499999927,
0.07945847100000947,
0.07867951000002904,
0.07900574799998594,
0.07996331300000747
]
},
"throughput": {
"unit": "samples/s",
"value": 9.597754776493904
},
"energy": {
"unit": "kWh",
"cpu": 3.0886233628205447e-06,
"ram": 1.2907705303469054e-07,
"gpu": 0.0,
"total": 3.2177004158552352e-06
},
"efficiency": {
"unit": "samples/kWh",
"value": 310780.9524691904
}
}
}
} |