IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
8742d48
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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "c40deb04de5a36cb83739e342e41e216fb5a1cf2", | |
| "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": 1121.775616, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.795239534000018, | |
| "mean": 4.795239534000018, | |
| "stdev": 0.0, | |
| "p50": 4.795239534000018, | |
| "p90": 4.795239534000018, | |
| "p95": 4.795239534000018, | |
| "p99": 4.795239534000018, | |
| "values": [ | |
| 4.795239534000018 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.750633061666824e-05, | |
| "ram": 2.82160028619742e-06, | |
| "gpu": 0, | |
| "total": 7.032793090286566e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.245312, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6457435269999792, | |
| "mean": 0.04612453764285566, | |
| "stdev": 0.001587174346776919, | |
| "p50": 0.046034405000028755, | |
| "p90": 0.048084769399991956, | |
| "p95": 0.048732576749989674, | |
| "p99": 0.04916691454997817, | |
| "values": [ | |
| 0.04725535199997921, | |
| 0.0492754989999753, | |
| 0.04844023399999742, | |
| 0.04645893000002843, | |
| 0.04654775699998481, | |
| 0.04561030999997229, | |
| 0.04411636999998336, | |
| 0.04554151100001036, | |
| 0.046699411000020064, | |
| 0.04566864999998188, | |
| 0.045817879000026096, | |
| 0.046250931000031414, | |
| 0.04550519299999678, | |
| 0.04255549999999175 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 43.36086825381511 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.617513639777801e-06, | |
| "ram": 6.759883343247081e-08, | |
| "gpu": 0.0, | |
| "total": 1.6851124732102717e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1186864.3973596864 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 976.031744, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.40095697999998947, | |
| "mean": 0.028639784285713534, | |
| "stdev": 0.0015491921567825737, | |
| "p50": 0.028579456999977992, | |
| "p90": 0.03050319710001759, | |
| "p95": 0.03125437585003112, | |
| "p99": 0.031603863170037695, | |
| "values": [ | |
| 0.03169123500003934, | |
| 0.0310191440000267, | |
| 0.029299320999996326, | |
| 0.0285792219999621, | |
| 0.028579691999993884, | |
| 0.02838571900002762, | |
| 0.028659812000000784, | |
| 0.028783513999997012, | |
| 0.028510753999967164, | |
| 0.028225598000005903, | |
| 0.028894492000006267, | |
| 0.028305719000002227, | |
| 0.02741096199997628, | |
| 0.024611795999987862 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 34.91646410545183 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.174545914722512e-07, | |
| "ram": 3.834369650669938e-08, | |
| "gpu": 0.0, | |
| "total": 9.5579828797895e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1046245.8581240141 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.39457794400016155, | |
| "mean": 0.028184138857154397, | |
| "stdev": 0.0015200650675737234, | |
| "p50": 0.028097718999987364, | |
| "p90": 0.030028115600003957, | |
| "p95": 0.030769237450019204, | |
| "p99": 0.031128758690028346, | |
| "values": [ | |
| 0.031218639000030635, | |
| 0.03052725200001305, | |
| 0.02886346399998274, | |
| 0.028070567999975538, | |
| 0.02812486999999919, | |
| 0.027927069000043048, | |
| 0.028216481000015392, | |
| 0.028302813000038896, | |
| 0.028046813999992537, | |
| 0.027786846000026344, | |
| 0.02841338100000712, | |
| 0.02784560700001748, | |
| 0.026952612999991743, | |
| 0.024281527000027836 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.48094923418798 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |