IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
23aaeb4
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", | |
| "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": "0.2.0", | |
| "optimum_benchmark_commit": "466c44af5d8cf99af048e74ddb3b2f8ec6606263", | |
| "transformers_version": "4.40.2", | |
| "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": 946.417664, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.6183230909999793, | |
| "mean": 0.0475633146923061, | |
| "stdev": 0.0008756040044050866, | |
| "p50": 0.04752700000000232, | |
| "p90": 0.04860880140000745, | |
| "p95": 0.04875034360000541, | |
| "p99": 0.048875287120000624, | |
| "values": [ | |
| 0.04767243399999188, | |
| 0.048459110999999666, | |
| 0.046639943000002404, | |
| 0.04842830399999798, | |
| 0.0486462240000094, | |
| 0.04567363699999305, | |
| 0.04741417799999681, | |
| 0.04778967400000056, | |
| 0.04737683799999104, | |
| 0.046892348000000084, | |
| 0.04752700000000232, | |
| 0.046896876999994674, | |
| 0.048906522999999424 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 42.049214041079495 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6300474603970849e-06, | |
| "ram": 6.812143467404515e-08, | |
| "gpu": 0.0, | |
| "total": 1.69816889507113e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1177739.1552777365 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.417664, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.39417699000009065, | |
| "mean": 0.030321306923083897, | |
| "stdev": 0.00036244626522524584, | |
| "p50": 0.03033816600000705, | |
| "p90": 0.030825441400014596, | |
| "p95": 0.030870784600011802, | |
| "p99": 0.030911238520008055, | |
| "values": [ | |
| 0.03033816600000705, | |
| 0.030106572000022425, | |
| 0.0305921739999917, | |
| 0.030778915000013285, | |
| 0.030029175999999325, | |
| 0.030413959000014756, | |
| 0.03003161999998838, | |
| 0.029752486000006684, | |
| 0.03092135200000712, | |
| 0.03040546200000449, | |
| 0.030079550000010613, | |
| 0.030837073000014925, | |
| 0.029890485000009903 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 32.980108757735984 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.49426492055257e-07, | |
| "ram": 3.9681668824608595e-08, | |
| "gpu": 0.0, | |
| "total": 9.891081608798656e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1011011.7776305127 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 12, | |
| "total": 0.9347128900000143, | |
| "mean": 0.07789274083333453, | |
| "stdev": 0.0008512646288746623, | |
| "p50": 0.07769614849998163, | |
| "p90": 0.07882851180001182, | |
| "p95": 0.07899810740000816, | |
| "p99": 0.07916023508000421, | |
| "values": [ | |
| 0.07862327099999789, | |
| 0.07720745000000306, | |
| 0.07920076700000322, | |
| 0.07879446300000836, | |
| 0.07601927700000033, | |
| 0.07744712100000584, | |
| 0.0776562939999792, | |
| 0.07823223600001938, | |
| 0.07733370799999761, | |
| 0.07763000500000317, | |
| 0.07773600299998407, | |
| 0.07883229500001221 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 12.838166808633414 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |