IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
988946e
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": "693db979e9b302426a0eee51d54cc298ad108515", | |
| "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": 900.919296, | |
| "max_global_vram": 3128.385536, | |
| "max_process_vram": 41419.03872, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.14289697265625, | |
| "mean": 7.14289697265625, | |
| "stdev": 0.0, | |
| "p50": 7.14289697265625, | |
| "p90": 7.14289697265625, | |
| "p95": 7.14289697265625, | |
| "p99": 7.14289697265625, | |
| "values": [ | |
| 7.14289697265625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1011.695616, | |
| "max_global_vram": 3184.898048, | |
| "max_process_vram": 230211.956736, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.5072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 116, | |
| "total": 1.0022562599182123, | |
| "mean": 0.008640140171708732, | |
| "stdev": 0.00018811838477096027, | |
| "p50": 0.008559506893157959, | |
| "p90": 0.008909346580505371, | |
| "p95": 0.0090416259765625, | |
| "p99": 0.009276650524139405, | |
| "values": [ | |
| 0.008946866989135742, | |
| 0.008993426322937011, | |
| 0.009225106239318848, | |
| 0.009197266578674316, | |
| 0.009155506134033204, | |
| 0.009003665924072266, | |
| 0.00917086696624756, | |
| 0.009285746574401855, | |
| 0.008962706565856933, | |
| 0.008969427108764649, | |
| 0.008914385795593262, | |
| 0.008904307365417481, | |
| 0.008828146934509278, | |
| 0.008797906875610351, | |
| 0.008833746910095214, | |
| 0.00886014747619629, | |
| 0.008879345893859863, | |
| 0.008821907043457032, | |
| 0.008809746742248535, | |
| 0.008761266708374023, | |
| 0.008824305534362793, | |
| 0.008728946685791016, | |
| 0.008638227462768554, | |
| 0.008565267562866212, | |
| 0.008557268142700195, | |
| 0.008521106719970703, | |
| 0.00854190731048584, | |
| 0.008565107345581054, | |
| 0.008576626777648927, | |
| 0.008641106605529785, | |
| 0.008578227043151856, | |
| 0.008545747756958008, | |
| 0.008533588409423828, | |
| 0.008565266609191895, | |
| 0.008536147117614747, | |
| 0.008544627189636231, | |
| 0.008519186973571777, | |
| 0.00860046672821045, | |
| 0.00859086799621582, | |
| 0.008625587463378907, | |
| 0.008522547721862794, | |
| 0.008557267189025879, | |
| 0.008608627319335937, | |
| 0.00859278678894043, | |
| 0.008616947174072265, | |
| 0.008636146545410157, | |
| 0.008679026603698731, | |
| 0.008612306594848632, | |
| 0.008560626983642579, | |
| 0.008558067321777343, | |
| 0.008551827430725098, | |
| 0.008533107757568359, | |
| 0.008557106971740723, | |
| 0.008545746803283691, | |
| 0.008558867454528808, | |
| 0.008558547019958496, | |
| 0.008570226669311523, | |
| 0.00856814670562744, | |
| 0.008596307754516601, | |
| 0.008575986862182618, | |
| 0.00854142665863037, | |
| 0.008538387298583984, | |
| 0.008559347152709961, | |
| 0.008530386924743652, | |
| 0.00847182846069336, | |
| 0.008547507286071777, | |
| 0.008568306922912598, | |
| 0.008567187309265136, | |
| 0.008559666633605956, | |
| 0.008527027130126954, | |
| 0.008517908096313477, | |
| 0.008505267143249512, | |
| 0.008516946792602538, | |
| 0.008504146575927735, | |
| 0.008459668159484863, | |
| 0.008519027709960937, | |
| 0.00846814727783203, | |
| 0.008458066940307617, | |
| 0.008522547721862794, | |
| 0.008483028411865235, | |
| 0.008525747299194336, | |
| 0.008542547225952149, | |
| 0.008557267189025879, | |
| 0.00852830696105957, | |
| 0.008506068229675293, | |
| 0.008547026634216309, | |
| 0.008544946670532226, | |
| 0.008516306877136231, | |
| 0.008527506828308105, | |
| 0.008513587951660156, | |
| 0.00853422737121582, | |
| 0.008522067070007324, | |
| 0.008544787406921387, | |
| 0.00851902675628662, | |
| 0.008584946632385253, | |
| 0.008548308372497558, | |
| 0.008551986694335937, | |
| 0.008662707328796386, | |
| 0.008667186737060547, | |
| 0.008704947471618653, | |
| 0.008688467025756836, | |
| 0.008669906616210938, | |
| 0.008663347244262695, | |
| 0.009426705360412598, | |
| 0.008557746887207032, | |
| 0.008579507827758789, | |
| 0.00858846664428711, | |
| 0.008564146995544433, | |
| 0.008520787239074706, | |
| 0.008550387382507324, | |
| 0.008526545524597168, | |
| 0.008547027587890626, | |
| 0.008534228324890137, | |
| 0.008532466888427735, | |
| 0.008577906608581543, | |
| 0.008531987190246582 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 115.73886304233804 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |