IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
ddd30e0
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.7712, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "ca2be18fea34395d17487b7c6eecaa82f8012043", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "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": 1116.16, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.792877836000002, | |
| "mean": 4.792877836000002, | |
| "stdev": 0.0, | |
| "p50": 4.792877836000002, | |
| "p90": 4.792877836000002, | |
| "p95": 4.792877836000002, | |
| "p99": 4.792877836000002, | |
| "values": [ | |
| 4.792877836000002 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.848147475555525e-05, | |
| "ram": 2.863962156671208e-06, | |
| "gpu": 0, | |
| "total": 7.134543691222645e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 969.895936, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.6222532119999755, | |
| "mean": 0.04786563169230581, | |
| "stdev": 0.0032245586378619965, | |
| "p50": 0.04761672899996938, | |
| "p90": 0.05094374600001857, | |
| "p95": 0.0527936778000253, | |
| "p99": 0.05470691316003239, | |
| "values": [ | |
| 0.046474518000025, | |
| 0.04719916999999896, | |
| 0.04719742700001461, | |
| 0.045040241999970476, | |
| 0.04920392099995752, | |
| 0.04843456599996898, | |
| 0.04761672899996938, | |
| 0.04764062499998545, | |
| 0.05518522200003417, | |
| 0.04642604800000072, | |
| 0.051199315000019396, | |
| 0.04992147000001523, | |
| 0.04071395900001562 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 41.78363325186182 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6228640053240605e-06, | |
| "ram": 6.786031366992522e-08, | |
| "gpu": 0.0, | |
| "total": 1.6907243189939858e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1182924.9615277548 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 970.420224, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.395390333000023, | |
| "mean": 0.030414641000001772, | |
| "stdev": 0.002112208761572304, | |
| "p50": 0.030583938000006583, | |
| "p90": 0.031595779400015546, | |
| "p95": 0.032998123999993814, | |
| "p99": 0.03463422319997107, | |
| "values": [ | |
| 0.030843271999970057, | |
| 0.03022389599999542, | |
| 0.030583938000006583, | |
| 0.030581614000027457, | |
| 0.03144006500002661, | |
| 0.03115379100000837, | |
| 0.03163470800001278, | |
| 0.030764394000016182, | |
| 0.03504324799996539, | |
| 0.030219617999989623, | |
| 0.029909749000012198, | |
| 0.0275170549999757, | |
| 0.02547498500001666 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 32.87890197355746 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.69338005092696e-07, | |
| "ram": 4.053364300940839e-08, | |
| "gpu": 0.0, | |
| "total": 1.0098716481021053e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 990224.848751168 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.3892856230000916, | |
| "mean": 0.02994504792308397, | |
| "stdev": 0.002060232692134355, | |
| "p50": 0.030119912000031945, | |
| "p90": 0.031108038400009263, | |
| "p95": 0.03249869880000915, | |
| "p99": 0.034121495760009564, | |
| "values": [ | |
| 0.030323501999987457, | |
| 0.02974212700001999, | |
| 0.030119912000031945, | |
| 0.030074157000001378, | |
| 0.030954720000011093, | |
| 0.030683963999990738, | |
| 0.031146368000008806, | |
| 0.030244394000021657, | |
| 0.03452719500000967, | |
| 0.029719604999968396, | |
| 0.029404186000022037, | |
| 0.027185035000002244, | |
| 0.025160458000016206 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 33.394503243694004 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |