IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
126b578
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"library": "transformers", | |
"model_type": "gpt2", | |
"model": "openai-community/gpt2", | |
"processor": "openai-community/gpt2", | |
"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": "900139739b058e0bc6c42842dca50b13fd103f21", | |
"transformers_version": "4.44.0", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1121.091584, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.779187384000011, | |
"mean": 4.779187384000011, | |
"stdev": 0.0, | |
"p50": 4.779187384000011, | |
"p90": 4.779187384000011, | |
"p95": 4.779187384000011, | |
"p99": 4.779187384000011, | |
"values": [ | |
4.779187384000011 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.750757510000023e-05, | |
"ram": 2.8216453271810148e-06, | |
"gpu": 0, | |
"total": 7.032922042718125e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 975.171584, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.6319781909998596, | |
"mean": 0.04213187939999064, | |
"stdev": 0.0016364541144321379, | |
"p50": 0.041553751999970245, | |
"p90": 0.04498161919999575, | |
"p95": 0.04589397760001361, | |
"p99": 0.04595744352002043, | |
"values": [ | |
0.04366408099997443, | |
0.04198036499997215, | |
0.041321178999965014, | |
0.04163873999999623, | |
0.041553751999970245, | |
0.0417673889999719, | |
0.04138683099995433, | |
0.04211907600000586, | |
0.04597331000002214, | |
0.04585997800000996, | |
0.04088434599998436, | |
0.04092153400000598, | |
0.04126531399998612, | |
0.040901187000031314, | |
0.0407411090000096 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 47.46999252068599 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5967076657778107e-06, | |
"ram": 6.67283608434439e-08, | |
"gpu": 0.0, | |
"total": 1.6634360266212545e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1202330.5783886195 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 975.302656, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.39296296899993877, | |
"mean": 0.026197531266662584, | |
"stdev": 0.0013209150436298558, | |
"p50": 0.02577200999996876, | |
"p90": 0.0286828657999763, | |
"p95": 0.02889151949997313, | |
"p99": 0.028899188699977003, | |
"values": [ | |
0.025824559000000136, | |
0.026104780000025585, | |
0.025549616000034803, | |
0.025383145999967383, | |
0.0260871269999825, | |
0.025356907999992018, | |
0.026030171000002156, | |
0.028901105999977972, | |
0.028376047999984166, | |
0.028887410999971053, | |
0.024709422000000814, | |
0.02571910200003913, | |
0.025173365999989983, | |
0.02508819700000231, | |
0.02577200999996876 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 38.17153570010394 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.310908203331984e-07, | |
"ram": 3.891354804507477e-08, | |
"gpu": 0.0, | |
"total": 9.70004368378274e-07 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1030923.1923067265 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.38737838299999794, | |
"mean": 0.025825225533333197, | |
"stdev": 0.001281153658841692, | |
"p50": 0.025431014999981016, | |
"p90": 0.028174532999980784, | |
"p95": 0.028418578199989497, | |
"p99": 0.02851887644001181, | |
"values": [ | |
0.02543931100001373, | |
0.02575555999999324, | |
0.02520558600002687, | |
0.02502677299997913, | |
0.025697761999992963, | |
0.025008619999994153, | |
0.025685900000041784, | |
0.028364846999977544, | |
0.027889061999985643, | |
0.028543951000017387, | |
0.024355683999999655, | |
0.02538805599999705, | |
0.024845405999997183, | |
0.02474085000000059, | |
0.025431014999981016 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 38.721830278278794 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |