IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
a87d9b7
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.338112, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1022-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.2.1", | |
| "optimum_benchmark_commit": "156844ab796ad7cf3da92a0bf30b174d1bcc0aa5", | |
| "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": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 956.833792, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.6197719770000276, | |
| "mean": 0.041318131800001844, | |
| "stdev": 0.0007676791697630694, | |
| "p50": 0.041397320000015725, | |
| "p90": 0.042087863400007565, | |
| "p95": 0.04226347980000753, | |
| "p99": 0.042426213559999156, | |
| "values": [ | |
| 0.04188576600000715, | |
| 0.041158572000000504, | |
| 0.04156724900002473, | |
| 0.04173474300000635, | |
| 0.040896419999995715, | |
| 0.041305928999975094, | |
| 0.041227991999988944, | |
| 0.04195520700000088, | |
| 0.04192775500001744, | |
| 0.041397320000015725, | |
| 0.04217630100001202, | |
| 0.04246689699999706, | |
| 0.04037619400000381, | |
| 0.039947230999985095, | |
| 0.0397484009999971 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 48.404899081131994 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5870067278544112e-06, | |
| "ram": 6.632338368884424e-08, | |
| "gpu": 0.0, | |
| "total": 1.6533301115432551e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1209679.7766134893 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 956.833792, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.38574136200003295, | |
| "mean": 0.025716090800002197, | |
| "stdev": 0.0007786238787018408, | |
| "p50": 0.02562230600000248, | |
| "p90": 0.02660513039998591, | |
| "p95": 0.027013234999989776, | |
| "p99": 0.027520723800004702, | |
| "values": [ | |
| 0.0254299460000027, | |
| 0.025180156999994097, | |
| 0.02674136599998178, | |
| 0.02528590500000405, | |
| 0.025954731000013, | |
| 0.02528267900001424, | |
| 0.02611130400001116, | |
| 0.025806923000004645, | |
| 0.026400776999992104, | |
| 0.025493273999984467, | |
| 0.027647596000008434, | |
| 0.02562230600000248, | |
| 0.025727234000015642, | |
| 0.024508502000003318, | |
| 0.02454866200000083 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 38.88615916692574 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.475515650378327e-07, | |
| "ram": 3.96013953971443e-08, | |
| "gpu": 0.0, | |
| "total": 9.871529604349773e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1013014.233943402 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.9384147629999973, | |
| "mean": 0.06702962592857123, | |
| "stdev": 0.0014206117114848478, | |
| "p50": 0.06700701249999952, | |
| "p90": 0.06835777959999803, | |
| "p95": 0.06883164804999779, | |
| "p99": 0.06950045280999945, | |
| "values": [ | |
| 0.0663478970000142, | |
| 0.06830245300000115, | |
| 0.06708894599998416, | |
| 0.06685752199999229, | |
| 0.06658432000000403, | |
| 0.0673371320000058, | |
| 0.0677579919999971, | |
| 0.06838149099999669, | |
| 0.06692507900001488, | |
| 0.06966765399999986, | |
| 0.06828978999999435, | |
| 0.0661225530000138, | |
| 0.06447672199999488, | |
| 0.0642752119999841 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 14.918776379054089 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |