IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
791b699
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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "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": "0.2.1", | |
| "optimum_benchmark_commit": "619f91dd928d405e72e9e7724b958f1538ca7d80", | |
| "transformers_version": "4.41.0", | |
| "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": 945.229824, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.6428320870000448, | |
| "mean": 0.049448622076926525, | |
| "stdev": 0.0020078466915931406, | |
| "p50": 0.04985194600001819, | |
| "p90": 0.05064141419998123, | |
| "p95": 0.050848530999991225, | |
| "p99": 0.051088823800013186, | |
| "values": [ | |
| 0.05031153199999494, | |
| 0.05114889700001868, | |
| 0.049722705999982963, | |
| 0.05061392300001444, | |
| 0.048283080000004475, | |
| 0.04985194600001819, | |
| 0.050306051000006846, | |
| 0.04910588000001326, | |
| 0.050463232999987895, | |
| 0.04978999100001147, | |
| 0.050648286999972925, | |
| 0.049645063000014034, | |
| 0.042941498000004685 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 40.446020859562644 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6938906360939505e-06, | |
| "ram": 7.0788632798761e-08, | |
| "gpu": 0.0, | |
| "total": 1.7646792688927113e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1133350.4253466672 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 945.229824, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.3983753859999126, | |
| "mean": 0.03064426046153174, | |
| "stdev": 0.0014700787956508639, | |
| "p50": 0.03131875899998704, | |
| "p90": 0.031569557000005945, | |
| "p95": 0.03166596420000474, | |
| "p99": 0.031768659239995715, | |
| "values": [ | |
| 0.03179433299999346, | |
| 0.02979006799998274, | |
| 0.031436087000003, | |
| 0.031399288999978126, | |
| 0.03131875899998704, | |
| 0.03143513599999892, | |
| 0.03112569999998982, | |
| 0.03079246999999441, | |
| 0.03158038500001226, | |
| 0.03152624499998069, | |
| 0.031199818000004598, | |
| 0.02839166699999396, | |
| 0.02658542899999361 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 32.63253819602914 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.003325945321297e-06, | |
| "ram": 4.193258926862206e-08, | |
| "gpu": 0.0, | |
| "total": 1.0452585345899192e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 956701.1097329378 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 12, | |
| "total": 0.9594809250000083, | |
| "mean": 0.07995674375000068, | |
| "stdev": 0.003323258659392264, | |
| "p50": 0.08127134800000135, | |
| "p90": 0.08198370220000015, | |
| "p95": 0.08202318359999908, | |
| "p99": 0.08204872471999891, | |
| "values": [ | |
| 0.08096021399998676, | |
| 0.08120404800001779, | |
| 0.08199706199999923, | |
| 0.079628649, | |
| 0.08134090199999378, | |
| 0.08145156800000564, | |
| 0.07989444300000059, | |
| 0.08205510999999888, | |
| 0.08133864799998491, | |
| 0.08186346400000843, | |
| 0.07820807799998875, | |
| 0.0695387390000235 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 12.506762445537827 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |