IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
2555f10
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_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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "ffcf92d83ccc277b83c83cfcdcd57e35055223d4", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1104.93696, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.791509840999993, | |
| "mean": 4.791509840999993, | |
| "stdev": 0.0, | |
| "p50": 4.791509840999993, | |
| "p90": 4.791509840999993, | |
| "p95": 4.791509840999993, | |
| "p99": 4.791509840999993, | |
| "values": [ | |
| 4.791509840999993 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.951810386445787e-05, | |
| "ram": 2.9056832494553455e-06, | |
| "gpu": 0, | |
| "total": 7.242378711391321e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 958.01344, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.654458666000096, | |
| "mean": 0.04674704757143543, | |
| "stdev": 0.0022246892216892015, | |
| "p50": 0.047599926000003734, | |
| "p90": 0.048207206900031, | |
| "p95": 0.04850091645001555, | |
| "p99": 0.048838493689997334, | |
| "values": [ | |
| 0.04728835100002016, | |
| 0.04827370100002781, | |
| 0.04780141399999138, | |
| 0.046878372000037416, | |
| 0.04892288799999278, | |
| 0.04775192100004233, | |
| 0.04772848699997212, | |
| 0.04767835299998069, | |
| 0.048052054000038424, | |
| 0.046909349999964434, | |
| 0.04752149900002678, | |
| 0.046688306000021385, | |
| 0.04178840999998101, | |
| 0.04117555999999922 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 42.78345058998102 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6673368436318858e-06, | |
| "ram": 6.968032489455014e-08, | |
| "gpu": 0.0, | |
| "total": 1.737017168526436e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1151399.0973944492 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 958.930944, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.4030300570000236, | |
| "mean": 0.028787861214287398, | |
| "stdev": 0.0018371539043317414, | |
| "p50": 0.029565092500007495, | |
| "p90": 0.0302946183000131, | |
| "p95": 0.030323387600026307, | |
| "p99": 0.030333348720030243, | |
| "values": [ | |
| 0.03033583900003123, | |
| 0.029677832999993825, | |
| 0.029549702999986494, | |
| 0.03024313399998846, | |
| 0.03031668300002366, | |
| 0.029803739999977097, | |
| 0.029375265999988187, | |
| 0.029900250000025608, | |
| 0.029563650000000052, | |
| 0.029566535000014937, | |
| 0.02860264499997811, | |
| 0.025381912000000284, | |
| 0.025459506999993664, | |
| 0.025253360000021985 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 34.736863310418514 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0223479182631883e-06, | |
| "ram": 4.272699304313381e-08, | |
| "gpu": 0.0, | |
| "total": 1.0650749113063215e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 938901.094546949 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.3971152149999284, | |
| "mean": 0.028365372499994886, | |
| "stdev": 0.0017728211168115862, | |
| "p50": 0.02912257699998122, | |
| "p90": 0.029818629999994073, | |
| "p95": 0.029847991950003917, | |
| "p99": 0.02986117759001786, | |
| "values": [ | |
| 0.029864474000021346, | |
| 0.029218660999958956, | |
| 0.029126959999985047, | |
| 0.029770826999993005, | |
| 0.02983911699999453, | |
| 0.029383650999989186, | |
| 0.02891090399998575, | |
| 0.02944914400001153, | |
| 0.029118193999977393, | |
| 0.0290826369999877, | |
| 0.028149745000007442, | |
| 0.025079162999986693, | |
| 0.025166838000018288, | |
| 0.02495490000001155 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.25425234589041 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |