IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
e43e06a
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": 16757.338112, | |
| "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": "a5a350c56b08f0a4cf90d3c7d06fa41c798bfc83", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1109.446656, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.811339203000017, | |
| "mean": 4.811339203000017, | |
| "stdev": 0.0, | |
| "p50": 4.811339203000017, | |
| "p90": 4.811339203000017, | |
| "p95": 4.811339203000017, | |
| "p99": 4.811339203000017, | |
| "values": [ | |
| 4.811339203000017 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.75577952000004e-05, | |
| "ram": 2.823740702523959e-06, | |
| "gpu": 0, | |
| "total": 7.038153590252436e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 963.309568, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6550214680000863, | |
| "mean": 0.04678724771429188, | |
| "stdev": 0.0014431989401707179, | |
| "p50": 0.04709850300001506, | |
| "p90": 0.048014754400009, | |
| "p95": 0.04829311495000042, | |
| "p99": 0.048691974189987094, | |
| "values": [ | |
| 0.04553417599998966, | |
| 0.04753792600001816, | |
| 0.0471082360000139, | |
| 0.04543263700000466, | |
| 0.04879168899998376, | |
| 0.04802465200000938, | |
| 0.04592027399999665, | |
| 0.047914306000024, | |
| 0.047991660000008096, | |
| 0.04708877000001621, | |
| 0.04684885300000019, | |
| 0.04719842400001539, | |
| 0.04681774499999847, | |
| 0.04281212000000778 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 42.74669055579154 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6510908182870456e-06, | |
| "ram": 6.900148280794776e-08, | |
| "gpu": 0.0, | |
| "total": 1.7200923010949934e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1162728.301688706 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 963.833856, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.40183614399998646, | |
| "mean": 0.028702581714284747, | |
| "stdev": 0.0011901941085403415, | |
| "p50": 0.02917225049999672, | |
| "p90": 0.02946884429998988, | |
| "p95": 0.029590348699993285, | |
| "p99": 0.029747264940004074, | |
| "values": [ | |
| 0.029361452000017607, | |
| 0.029484731999986025, | |
| 0.027937871999995423, | |
| 0.028755243999995628, | |
| 0.02978649400000677, | |
| 0.029135411999988037, | |
| 0.02939704900001061, | |
| 0.029431772999998884, | |
| 0.029209089000005406, | |
| 0.028005377999988923, | |
| 0.029289879000003793, | |
| 0.028906715999994503, | |
| 0.02823727000000531, | |
| 0.024897783999989542 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 34.84007152925614 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.345078806712803e-07, | |
| "ram": 3.9056650163987807e-08, | |
| "gpu": 0.0, | |
| "total": 9.735645308352676e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1027153.2788299633 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.3949787589999971, | |
| "mean": 0.028212768499999794, | |
| "stdev": 0.0011392530776603254, | |
| "p50": 0.02868852949998768, | |
| "p90": 0.02895333239998763, | |
| "p95": 0.02905352779999646, | |
| "p99": 0.029192475960009574, | |
| "values": [ | |
| 0.028836154000003944, | |
| 0.028960004999987632, | |
| 0.027491521999991164, | |
| 0.028231890000000703, | |
| 0.029227213000012853, | |
| 0.028638726999986375, | |
| 0.028877562000019452, | |
| 0.028937762999987626, | |
| 0.028741479000018444, | |
| 0.02755496999998286, | |
| 0.028738331999988986, | |
| 0.028416784000000916, | |
| 0.02775898900000584, | |
| 0.02456736900001033 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.44494401533147 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |