
IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
9ea7662
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"library": "transformers", | |
"model": "openai-community/gpt2", | |
"processor": "openai-community/gpt2", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_kwargs": {}, | |
"hub_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": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.3.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1140.109312, | |
"max_global_vram": 3559.391232, | |
"max_process_vram": 0.0, | |
"max_reserved": 2910.846976, | |
"max_allocated": 2523.776 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 5, | |
"total": 0.8871034660339355, | |
"mean": 0.1774206932067871, | |
"stdev": 0.2674256552509934, | |
"p50": 0.0437841911315918, | |
"p90": 0.4449750915527344, | |
"p95": 0.5786234710693358, | |
"p99": 0.6855421746826171, | |
"values": [ | |
0.7122718505859374, | |
0.04402995300292969, | |
0.04341964721679688, | |
0.043597824096679685, | |
0.0437841911315918 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 56.36321118610902 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1140.109312, | |
"max_global_vram": 3559.391232, | |
"max_process_vram": 0.0, | |
"max_reserved": 2910.846976, | |
"max_allocated": 2523.776 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 2, | |
"total": 0.7563018035888671, | |
"mean": 0.37815090179443356, | |
"stdev": 0.3341209487915039, | |
"p50": 0.37815090179443356, | |
"p90": 0.6454476608276367, | |
"p95": 0.678859755706787, | |
"p99": 0.7055894316101073, | |
"values": [ | |
0.7122718505859374, | |
0.04402995300292969 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 10.577787811740928 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1140.109312, | |
"max_global_vram": 3559.391232, | |
"max_process_vram": 0.0, | |
"max_reserved": 2910.846976, | |
"max_allocated": 2523.776 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 3, | |
"total": 0.13080166244506836, | |
"mean": 0.04360055414835612, | |
"stdev": 0.00014883694957932745, | |
"p50": 0.043597824096679685, | |
"p90": 0.043746917724609376, | |
"p95": 0.04376555442810059, | |
"p99": 0.04378046379089356, | |
"values": [ | |
0.04341964721679688, | |
0.043597824096679685, | |
0.0437841911315918 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 137.6129298628701 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |