IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
86fd9b7
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "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": {}, | |
| "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": "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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.354496, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": "553a573935b71390502b7c324bca2f06f9fbc412", | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.413568, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.6467838759998585, | |
| "mean": 0.04975260584614297, | |
| "stdev": 0.002905657029950617, | |
| "p50": 0.051133996000032766, | |
| "p90": 0.05275953199999321, | |
| "p95": 0.05290272219999679, | |
| "p99": 0.0530197524399955, | |
| "values": [ | |
| 0.051498493999986295, | |
| 0.05304900999999518, | |
| 0.051133996000032766, | |
| 0.05257687199997463, | |
| 0.05176727499997469, | |
| 0.0492591569999945, | |
| 0.051979368999980124, | |
| 0.05280519699999786, | |
| 0.04960489000001189, | |
| 0.04471888699998772, | |
| 0.04739713099996834, | |
| 0.04514574999996057, | |
| 0.045847847999993974 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 40.198899454329755 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.7257139878572476e-06, | |
| "ram": 7.21190328254149e-08, | |
| "gpu": 0.0, | |
| "total": 1.7978330206826625e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1112450.3649624656 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.413568, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.3989463730001148, | |
| "mean": 0.03068818253847037, | |
| "stdev": 0.0019340917355519804, | |
| "p50": 0.03185052800000676, | |
| "p90": 0.03259064619999208, | |
| "p95": 0.03267772399999558, | |
| "p99": 0.03269836399999804, | |
| "values": [ | |
| 0.03270352399999865, | |
| 0.03231113499998628, | |
| 0.03185052800000676, | |
| 0.03266052399999353, | |
| 0.0316733870000121, | |
| 0.031924345000049925, | |
| 0.0321337540000286, | |
| 0.03212823400002662, | |
| 0.02856189699997458, | |
| 0.027912098000001606, | |
| 0.027338931000031153, | |
| 0.028837561000045753, | |
| 0.028910454999959256 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 32.58583328440552 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0752917199895003e-06, | |
| "ram": 4.493357244351722e-08, | |
| "gpu": 0.0, | |
| "total": 1.1202252924330176e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 892677.5772292195 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 12, | |
| "total": 0.9619339139999852, | |
| "mean": 0.08016115949999876, | |
| "stdev": 0.004725155067696069, | |
| "p50": 0.08208317050002734, | |
| "p90": 0.08519843409995928, | |
| "p95": 0.08530386924996662, | |
| "p99": 0.08538075704998334, | |
| "values": [ | |
| 0.08539997899998752, | |
| 0.08300659400003951, | |
| 0.08522523399994952, | |
| 0.08353937600003292, | |
| 0.08115974700001516, | |
| 0.08414191699995399, | |
| 0.08495723500004715, | |
| 0.07827982699996028, | |
| 0.07269390100003648, | |
| 0.07476389400000016, | |
| 0.07400990999997248, | |
| 0.07475629999999 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 12.474869453454144 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |