File size: 7,923 Bytes
7519afb 86077f1 7519afb 7e05156 32f475c 7519afb 32474e5 7519afb 32f475c 7519afb b85d577 50e8d3a 7519afb 87d04e6 90922dc 7519afb 58e55b7 de7880d 7519afb 8f3d017 7519afb 5eaada3 7519afb 5eaada3 1abac62 58e55b7 6e5d512 7519afb 6e5d512 7519afb 6e5d512 7519afb eb772a8 7519afb de7880d c788a49 5038eb2 7519afb eb772a8 ec759d1 eb772a8 7519afb eb772a8 8f3d017 eb772a8 7519afb eb772a8 7519afb 07aa706 7519afb eb772a8 ec759d1 eb772a8 7519afb eb772a8 8f3d017 eb772a8 7519afb eb772a8 7519afb 07aa706 7519afb eb772a8 ec759d1 eb772a8 7519afb eb772a8 8f3d017 eb772a8 7519afb eb772a8 7519afb 07aa706 7519afb |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 |
{
"config": {
"name": "cuda_training_transformers_text-classification_FacebookAI/roberta-base",
"backend": {
"name": "pytorch",
"version": "2.3.1+rocm5.7",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "text-classification",
"library": "transformers",
"model_type": "roberta",
"model": "FacebookAI/roberta-base",
"processor": "FacebookAI/roberta-base",
"device": "cuda",
"device_ids": "5",
"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": "training",
"_target_": "optimum_benchmark.scenarios.training.scenario.TrainingScenario",
"max_steps": 5,
"warmup_steps": 2,
"dataset_shapes": {
"dataset_size": 500,
"sequence_length": 16,
"num_choices": 1
},
"training_arguments": {
"per_device_train_batch_size": 2,
"gradient_accumulation_steps": 1,
"output_dir": "./trainer_output",
"evaluation_strategy": "no",
"eval_strategy": "no",
"save_strategy": "no",
"do_train": true,
"use_cpu": false,
"max_steps": 5,
"do_eval": false,
"do_predict": false,
"report_to": "none",
"skip_memory_metrics": true,
"ddp_find_unused_parameters": false
},
"latency": true,
"memory": true,
"energy": false
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": true,
"device_isolation_action": "warn",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 1082014.490624,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.12",
"gpu": [
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]"
],
"gpu_count": 8,
"gpu_vram_mb": 549621596160,
"optimum_benchmark_version": "0.5.0.dev0",
"optimum_benchmark_commit": null,
"transformers_version": "4.46.3",
"transformers_commit": null,
"accelerate_version": "1.1.1",
"accelerate_commit": null,
"diffusers_version": "0.31.0",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.12",
"timm_commit": null,
"peft_version": "0.13.2",
"peft_commit": null
},
"print_report": true,
"log_report": true
},
"report": {
"overall": {
"memory": {
"unit": "MB",
"max_ram": 1332.617216,
"max_global_vram": 68702.69952,
"max_process_vram": 295215.57504,
"max_reserved": 2707.423232,
"max_allocated": 2497.900032
},
"latency": {
"unit": "s",
"values": [
0.5911963500976563,
0.04413899993896484,
0.04334364318847656,
0.04334060287475586,
0.04339020538330078
],
"count": 5,
"total": 0.7654098014831543,
"mean": 0.15308196029663085,
"p50": 0.04339020538330078,
"p90": 0.3723734100341798,
"p95": 0.4817848800659179,
"p99": 0.5693140560913086,
"stdev": 0.2190574043618286,
"stdev_": 143.09811811748128
},
"throughput": {
"unit": "samples/s",
"value": 65.3244835682973
},
"energy": null,
"efficiency": null
},
"warmup": {
"memory": {
"unit": "MB",
"max_ram": 1332.617216,
"max_global_vram": 68702.69952,
"max_process_vram": 295215.57504,
"max_reserved": 2707.423232,
"max_allocated": 2497.900032
},
"latency": {
"unit": "s",
"values": [
0.5911963500976563,
0.04413899993896484
],
"count": 2,
"total": 0.6353353500366211,
"mean": 0.31766767501831056,
"p50": 0.31766767501831056,
"p90": 0.5364906150817871,
"p95": 0.5638434825897216,
"p99": 0.5857257765960693,
"stdev": 0.2735286750793457,
"stdev_": 86.10529071413367
},
"throughput": {
"unit": "samples/s",
"value": 12.591775350669336
},
"energy": null,
"efficiency": null
},
"train": {
"memory": {
"unit": "MB",
"max_ram": 1332.617216,
"max_global_vram": 68702.69952,
"max_process_vram": 295215.57504,
"max_reserved": 2707.423232,
"max_allocated": 2497.900032
},
"latency": {
"unit": "s",
"values": [
0.04334364318847656,
0.04334060287475586,
0.04339020538330078
],
"count": 3,
"total": 0.13007445144653318,
"mean": 0.043358150482177726,
"p50": 0.04334364318847656,
"p90": 0.04338089294433594,
"p95": 0.04338554916381836,
"p99": 0.0433892741394043,
"stdev": 2.2700196642119732e-05,
"stdev_": 0.0523550852369743
},
"throughput": {
"unit": "samples/s",
"value": 138.38228645076285
},
"energy": null,
"efficiency": null
}
}
} |