IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
b300f1c
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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "3e7bebdc507bc4e37dce5660074b7586de6b39b2", | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "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": 1122.054144, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.8629198769999675, | |
| "mean": 4.8629198769999675, | |
| "stdev": 0.0, | |
| "p50": 4.8629198769999675, | |
| "p90": 4.8629198769999675, | |
| "p95": 4.8629198769999675, | |
| "p99": 4.8629198769999675, | |
| "values": [ | |
| 4.8629198769999675 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.84105740653144e-05, | |
| "ram": 2.8593950816866705e-06, | |
| "gpu": 0, | |
| "total": 7.126996914700107e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.532032, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.6452148300000431, | |
| "mean": 0.04301432200000287, | |
| "stdev": 0.0025467053337200137, | |
| "p50": 0.04381685800001378, | |
| "p90": 0.045459058000005825, | |
| "p95": 0.04558387700000708, | |
| "p99": 0.0456675354000015, | |
| "values": [ | |
| 0.04301685199999383, | |
| 0.04553906000001007, | |
| 0.0456884500000001, | |
| 0.043512259000010545, | |
| 0.04533905499999946, | |
| 0.04493996000002198, | |
| 0.044405439000001934, | |
| 0.044776003000038145, | |
| 0.044671797999967566, | |
| 0.04381685800001378, | |
| 0.043606834999991406, | |
| 0.039279619000012644, | |
| 0.03912189400000443, | |
| 0.03903086399998301, | |
| 0.03846988399999418 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 46.49614144795462 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5410803831540622e-06, | |
| "ram": 6.44046018464031e-08, | |
| "gpu": 0.0, | |
| "total": 1.6054849850004652e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1245729.4952524395 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 976.318464, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.3967744990000597, | |
| "mean": 0.026451633266670646, | |
| "stdev": 0.001787957952556385, | |
| "p50": 0.02737672000000657, | |
| "p90": 0.028281494599991675, | |
| "p95": 0.028349378800010074, | |
| "p99": 0.028455770960015343, | |
| "values": [ | |
| 0.02829238300000725, | |
| 0.02848236900001666, | |
| 0.02656584300001441, | |
| 0.027470545000028324, | |
| 0.027494169999954465, | |
| 0.027504679000003307, | |
| 0.02786685699999225, | |
| 0.028265161999968313, | |
| 0.02737672000000657, | |
| 0.027142001000015625, | |
| 0.025278875000026346, | |
| 0.023635140000010324, | |
| 0.02405518599999823, | |
| 0.02385666399999309, | |
| 0.02348790500002451 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 37.80484894518824 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.161490787807691e-07, | |
| "ram": 3.828817535259294e-08, | |
| "gpu": 0.0, | |
| "total": 9.544372541333623e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1047737.8116469365 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.39059758400014744, | |
| "mean": 0.026039838933343162, | |
| "stdev": 0.001709995884018647, | |
| "p50": 0.026901851000047827, | |
| "p90": 0.02779896419999659, | |
| "p95": 0.027884670600013806, | |
| "p99": 0.027995814920026306, | |
| "values": [ | |
| 0.02782512900000711, | |
| 0.02802360100002943, | |
| 0.026113425999994888, | |
| 0.027025031999983185, | |
| 0.02700104799998826, | |
| 0.027036533000000418, | |
| 0.02739210900000444, | |
| 0.02775971699998081, | |
| 0.026901851000047827, | |
| 0.02668748000002097, | |
| 0.02498179000002665, | |
| 0.023337824000009277, | |
| 0.02376935099999855, | |
| 0.023570198000015807, | |
| 0.023172495000039817 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 38.40269529161844 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |