IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
f123402
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "model": "openai-community/gpt2", | |
| "library": "transformers", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "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": false, | |
| "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": true, | |
| "device_isolation_action": "error", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.236096, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": "ebd20fcf042acf5db8d8956e7057fa93c82e14ab", | |
| "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": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1051.0336, | |
| "max_global_vram": 1118.425088, | |
| "max_process_vram": 306781.323264, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 512.832512 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 57, | |
| "total": 0.4984795293807985, | |
| "mean": 0.008745254901417513, | |
| "stdev": 0.0005277680930572523, | |
| "p50": 0.008906883239746094, | |
| "p90": 0.009152706909179686, | |
| "p95": 0.009340836143493653, | |
| "p99": 0.010213282928466794, | |
| "values": [ | |
| 0.011071203231811523, | |
| 0.008844162940979004, | |
| 0.009231203079223633, | |
| 0.009176322937011719, | |
| 0.009323524475097657, | |
| 0.008649123191833497, | |
| 0.00895184326171875, | |
| 0.009102402687072754, | |
| 0.008534242630004883, | |
| 0.008107202529907227, | |
| 0.008274402618408203, | |
| 0.008494882583618165, | |
| 0.008701763153076171, | |
| 0.008987202644348144, | |
| 0.008627363204956055, | |
| 0.0083115234375, | |
| 0.008752323150634766, | |
| 0.009539202690124511, | |
| 0.008959362983703614, | |
| 0.008922883033752441, | |
| 0.008924483299255371, | |
| 0.008923843383789062, | |
| 0.009410082817077637, | |
| 0.008955363273620606, | |
| 0.00897104263305664, | |
| 0.008927204132080079, | |
| 0.008984322547912598, | |
| 0.00896992301940918, | |
| 0.008944003105163575, | |
| 0.008961764335632325, | |
| 0.00896496295928955, | |
| 0.008657443046569823, | |
| 0.0080156831741333, | |
| 0.00805952262878418, | |
| 0.00828768253326416, | |
| 0.008016322135925293, | |
| 0.008058563232421875, | |
| 0.007898882865905761, | |
| 0.008033761978149414, | |
| 0.008095843315124512, | |
| 0.008056001663208008, | |
| 0.00791920280456543, | |
| 0.007894883155822754, | |
| 0.00791008186340332, | |
| 0.008906883239746094, | |
| 0.009136962890625, | |
| 0.008877443313598634, | |
| 0.008922722816467285, | |
| 0.008878243446350098, | |
| 0.008946562767028808, | |
| 0.008908482551574707, | |
| 0.008906243324279785, | |
| 0.008888802528381347, | |
| 0.00890880298614502, | |
| 0.00889344310760498, | |
| 0.00894144344329834, | |
| 0.008960482597351074 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 228.6954494231862 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1051.0336, | |
| "max_global_vram": 1118.429184, | |
| "max_process_vram": 281297.92, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.056256 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 57, | |
| "total": 0.5042054591178892, | |
| "mean": 0.00884570980908578, | |
| "stdev": 0.0008301476716392675, | |
| "p50": 0.00888304328918457, | |
| "p90": 0.009103363037109374, | |
| "p95": 0.009202531242370606, | |
| "p99": 0.012696356811523436, | |
| "values": [ | |
| 0.008881443977355958, | |
| 0.008847203254699707, | |
| 0.009107202529907226, | |
| 0.009289443016052246, | |
| 0.008836962699890137, | |
| 0.009020803451538086, | |
| 0.009178402900695801, | |
| 0.008697443008422852, | |
| 0.008401923179626465, | |
| 0.00803984260559082, | |
| 0.008287842750549317, | |
| 0.00846896266937256, | |
| 0.008813922882080077, | |
| 0.008628803253173828, | |
| 0.008623843193054198, | |
| 0.008152642250061036, | |
| 0.01268896484375, | |
| 0.00901136302947998, | |
| 0.009027363777160645, | |
| 0.008964642524719239, | |
| 0.00901312255859375, | |
| 0.012705764770507812, | |
| 0.009032322883605956, | |
| 0.009009122848510742, | |
| 0.008996163368225098, | |
| 0.009001442909240723, | |
| 0.009180803298950196, | |
| 0.00899232292175293, | |
| 0.00899328327178955, | |
| 0.009011683464050292, | |
| 0.008690723419189453, | |
| 0.008439203262329102, | |
| 0.008093762397766113, | |
| 0.008390402793884278, | |
| 0.008088803291320801, | |
| 0.008263683319091797, | |
| 0.008095203399658203, | |
| 0.00810096263885498, | |
| 0.007948963165283204, | |
| 0.007959843158721924, | |
| 0.008751683235168457, | |
| 0.007949442863464355, | |
| 0.008088803291320801, | |
| 0.008026243209838867, | |
| 0.008990082740783691, | |
| 0.0089675235748291, | |
| 0.008961123466491699, | |
| 0.008992643356323242, | |
| 0.008706242561340331, | |
| 0.009000163078308105, | |
| 0.008998723983764648, | |
| 0.008997122764587402, | |
| 0.009005123138427735, | |
| 0.008823843002319335, | |
| 0.00910080337524414, | |
| 0.00898624324798584, | |
| 0.00888304328918457 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 113.04915281901519 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 56, | |
| "total": 0.9846846685409548, | |
| "mean": 0.01758365479537419, | |
| "stdev": 0.001087228722935305, | |
| "p50": 0.01786312770843506, | |
| "p90": 0.018301368713378906, | |
| "p95": 0.01870552682876587, | |
| "p99": 0.02136070337295532, | |
| "values": [ | |
| 0.01767280578613281, | |
| 0.018375688552856446, | |
| 0.01848512649536133, | |
| 0.018227048873901367, | |
| 0.017774246215820313, | |
| 0.018152965545654296, | |
| 0.01786128616333008, | |
| 0.017027366638183595, | |
| 0.01618320655822754, | |
| 0.016590084075927734, | |
| 0.01697088623046875, | |
| 0.01759200668334961, | |
| 0.017682567596435547, | |
| 0.01722288513183594, | |
| 0.016527685165405273, | |
| 0.021265447616577147, | |
| 0.018817605972290038, | |
| 0.01801616668701172, | |
| 0.017920648574829102, | |
| 0.017968006134033203, | |
| 0.021477127075195314, | |
| 0.01866816711425781, | |
| 0.017995365142822267, | |
| 0.01800112533569336, | |
| 0.017961126327514648, | |
| 0.018201288223266603, | |
| 0.01799728584289551, | |
| 0.017967845916748045, | |
| 0.01800672721862793, | |
| 0.017732006072998047, | |
| 0.01707568550109863, | |
| 0.01615008544921875, | |
| 0.016491846084594728, | |
| 0.016456806182861328, | |
| 0.01630304527282715, | |
| 0.01618624687194824, | |
| 0.016027204513549803, | |
| 0.016006725311279297, | |
| 0.01608912658691406, | |
| 0.01682496452331543, | |
| 0.01590752601623535, | |
| 0.016006244659423827, | |
| 0.015920805931091308, | |
| 0.017928646087646483, | |
| 0.018142086029052734, | |
| 0.01786208724975586, | |
| 0.017946565628051758, | |
| 0.017623685836791993, | |
| 0.017980966567993164, | |
| 0.01793312644958496, | |
| 0.01793568801879883, | |
| 0.017911205291748045, | |
| 0.017776805877685545, | |
| 0.018019365310668944, | |
| 0.017972164154052735, | |
| 0.017864168167114256 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 56.870998187650635 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |