IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
5fd4666
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "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": 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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "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": "0.3.1", | |
| "optimum_benchmark_commit": "034e40c3ab573ad44343a7fcce8e83f9a39327de", | |
| "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": 902.3488, | |
| "max_global_vram": 1126.518784, | |
| "max_process_vram": 43023.233024, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.0256953125, | |
| "mean": 7.0256953125, | |
| "stdev": 0.0, | |
| "p50": 7.0256953125, | |
| "p90": 7.0256953125, | |
| "p95": 7.0256953125, | |
| "p99": 7.0256953125, | |
| "values": [ | |
| 7.0256953125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1011.859456, | |
| "max_global_vram": 1183.019008, | |
| "max_process_vram": 220307.841024, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.5072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 122, | |
| "total": 0.9967319316864018, | |
| "mean": 0.00816993386628198, | |
| "stdev": 0.00048680036559411034, | |
| "p50": 0.008055079460144044, | |
| "p90": 0.008703369617462159, | |
| "p95": 0.0089143000125885, | |
| "p99": 0.009453828868865966, | |
| "values": [ | |
| 0.009195725440979003, | |
| 0.009357006072998046, | |
| 0.00877124309539795, | |
| 0.008584522247314453, | |
| 0.008601641654968262, | |
| 0.008466601371765137, | |
| 0.008448681831359862, | |
| 0.008523241996765137, | |
| 0.008164840698242188, | |
| 0.008142120361328125, | |
| 0.008079879760742188, | |
| 0.008054599761962891, | |
| 0.007998599052429198, | |
| 0.007967079162597656, | |
| 0.007990118980407714, | |
| 0.007967399120330811, | |
| 0.008192840576171876, | |
| 0.008361480712890624, | |
| 0.008273961067199707, | |
| 0.008148200035095214, | |
| 0.008729002952575683, | |
| 0.008856842994689942, | |
| 0.00896372413635254, | |
| 0.008547242164611817, | |
| 0.011118133544921876, | |
| 0.007894118785858155, | |
| 0.00781155776977539, | |
| 0.007705637931823731, | |
| 0.007667238235473633, | |
| 0.007696998119354248, | |
| 0.0077155580520629884, | |
| 0.007672197818756103, | |
| 0.007704197883605957, | |
| 0.007650757789611816, | |
| 0.00891732406616211, | |
| 0.00947956657409668, | |
| 0.008620521545410157, | |
| 0.008271401405334472, | |
| 0.008238121032714844, | |
| 0.008264841079711914, | |
| 0.008170120239257813, | |
| 0.008090278625488282, | |
| 0.008185000419616699, | |
| 0.008283241271972656, | |
| 0.008003878593444824, | |
| 0.008286121368408204, | |
| 0.008117159843444825, | |
| 0.008246601104736328, | |
| 0.008141160011291504, | |
| 0.007722598075866699, | |
| 0.008015399932861328, | |
| 0.007992359161376953, | |
| 0.007702117919921875, | |
| 0.007900518894195557, | |
| 0.007734598159790039, | |
| 0.007708676815032959, | |
| 0.008181320190429688, | |
| 0.00787843894958496, | |
| 0.007721797943115234, | |
| 0.007736197948455811, | |
| 0.0077699580192565915, | |
| 0.007865317821502685, | |
| 0.007981160163879394, | |
| 0.007987878799438476, | |
| 0.007698917865753174, | |
| 0.0077673978805541995, | |
| 0.007809638023376465, | |
| 0.007784997940063477, | |
| 0.008055559158325195, | |
| 0.00797268009185791, | |
| 0.007773478031158448, | |
| 0.007758758068084717, | |
| 0.007764519214630127, | |
| 0.007766118049621582, | |
| 0.00797779893875122, | |
| 0.007973159790039062, | |
| 0.007767717838287353, | |
| 0.007945798873901367, | |
| 0.00807091999053955, | |
| 0.008190119743347168, | |
| 0.0082560396194458, | |
| 0.008318281173706055, | |
| 0.007821478843688966, | |
| 0.008057000160217286, | |
| 0.007780037879943848, | |
| 0.007824839115142822, | |
| 0.008211720466613769, | |
| 0.008158280372619628, | |
| 0.00800739860534668, | |
| 0.008462761878967285, | |
| 0.008656042098999023, | |
| 0.008703082084655762, | |
| 0.008587081909179688, | |
| 0.008628361701965332, | |
| 0.008760843276977539, | |
| 0.008680842399597167, | |
| 0.008755083084106446, | |
| 0.008637481689453125, | |
| 0.008703401565551758, | |
| 0.008682442665100097, | |
| 0.008677002906799316, | |
| 0.008336840629577636, | |
| 0.008488842010498047, | |
| 0.009138284683227539, | |
| 0.00859780216217041, | |
| 0.008558762550354005, | |
| 0.008025798797607422, | |
| 0.007770119190216064, | |
| 0.007681636810302734, | |
| 0.007685956954956055, | |
| 0.007785317897796631, | |
| 0.007763237953186035, | |
| 0.007766438007354736, | |
| 0.007948358058929444, | |
| 0.00809939956665039, | |
| 0.00771491813659668, | |
| 0.00793251895904541, | |
| 0.007768198013305664, | |
| 0.00772115707397461, | |
| 0.007772037982940674, | |
| 0.007735558032989502, | |
| 0.007756998062133789 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 122.4000115994924 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |