IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
69d67d8
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "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": {}, | |
| "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": 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": "0.2.1", | |
| "optimum_benchmark_commit": "56d026bf244c6516d8cb780280ce7cc6505f270e", | |
| "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": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1008.033792, | |
| "max_global_vram": 1877.512192, | |
| "max_process_vram": 228414.99648, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.443712 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 131, | |
| "total": 0.996338135242462, | |
| "mean": 0.007605634620171466, | |
| "stdev": 0.0005082020193778567, | |
| "p50": 0.007525771141052246, | |
| "p90": 0.008147532463073731, | |
| "p95": 0.00831673240661621, | |
| "p99": 0.008529164695739746, | |
| "values": [ | |
| 0.007401610851287842, | |
| 0.007713771820068359, | |
| 0.0077513718605041505, | |
| 0.008456811904907227, | |
| 0.008551532745361329, | |
| 0.008476972579956055, | |
| 0.008422093391418457, | |
| 0.008287692070007324, | |
| 0.008345772743225097, | |
| 0.008139052391052247, | |
| 0.008065611839294433, | |
| 0.008046412467956543, | |
| 0.008033132553100586, | |
| 0.008017292022705078, | |
| 0.00806689167022705, | |
| 0.008031532287597657, | |
| 0.008071051597595216, | |
| 0.008080012321472168, | |
| 0.008107692718505859, | |
| 0.008033612251281737, | |
| 0.008109771728515625, | |
| 0.008126252174377442, | |
| 0.008112172126770019, | |
| 0.008091373443603516, | |
| 0.008140172004699707, | |
| 0.008152812004089356, | |
| 0.00818513298034668, | |
| 0.008126412391662598, | |
| 0.008111532211303712, | |
| 0.008285452842712402, | |
| 0.00835233211517334, | |
| 0.008231372833251953, | |
| 0.008147532463073731, | |
| 0.00813825225830078, | |
| 0.008182732582092286, | |
| 0.00812801170349121, | |
| 0.008090412139892578, | |
| 0.008037132263183594, | |
| 0.00809409236907959, | |
| 0.007727692127227783, | |
| 0.007310571193695069, | |
| 0.007629611968994141, | |
| 0.007610570907592773, | |
| 0.0073563318252563474, | |
| 0.007341290950775146, | |
| 0.007399371147155762, | |
| 0.010656975746154785, | |
| 0.007297451019287109, | |
| 0.0071350507736206055, | |
| 0.007131370067596435, | |
| 0.007159050941467285, | |
| 0.0071302509307861325, | |
| 0.007235371112823487, | |
| 0.00744865083694458, | |
| 0.007552812099456787, | |
| 0.0071507301330566405, | |
| 0.007456171989440918, | |
| 0.00714976978302002, | |
| 0.007181130886077881, | |
| 0.00714785099029541, | |
| 0.0071388912200927735, | |
| 0.007150570869445801, | |
| 0.0071414499282836915, | |
| 0.007128971099853516, | |
| 0.007120171070098877, | |
| 0.007111530780792236, | |
| 0.007179850101470947, | |
| 0.008022573471069336, | |
| 0.007205289840698242, | |
| 0.007198891162872314, | |
| 0.007165451049804688, | |
| 0.007168331146240234, | |
| 0.00715713119506836, | |
| 0.007144330024719238, | |
| 0.007155690193176269, | |
| 0.00715169095993042, | |
| 0.007114891052246094, | |
| 0.0070996909141540524, | |
| 0.007193930149078369, | |
| 0.007102731227874756, | |
| 0.007136170864105225, | |
| 0.0071656107902526855, | |
| 0.007145450115203857, | |
| 0.007151529788970947, | |
| 0.007135691165924073, | |
| 0.007167050838470459, | |
| 0.007181291103363037, | |
| 0.0071462497711181645, | |
| 0.007335691928863525, | |
| 0.007122089862823486, | |
| 0.007114090919494629, | |
| 0.007109130859375, | |
| 0.0071076898574829106, | |
| 0.007103370189666748, | |
| 0.007142411231994629, | |
| 0.0073595309257507326, | |
| 0.007360011100769043, | |
| 0.007358090877532959, | |
| 0.007412651062011719, | |
| 0.007575691223144531, | |
| 0.007568330764770508, | |
| 0.007662092208862305, | |
| 0.007993931770324708, | |
| 0.008013611793518066, | |
| 0.007838252067565919, | |
| 0.00748305082321167, | |
| 0.007559051990509033, | |
| 0.007695850849151612, | |
| 0.007534091949462891, | |
| 0.0075516910552978515, | |
| 0.007620331764221192, | |
| 0.00779633092880249, | |
| 0.008029292106628418, | |
| 0.007997131824493409, | |
| 0.007948651790618896, | |
| 0.007602571010589599, | |
| 0.007597772121429444, | |
| 0.0076532912254333495, | |
| 0.007525771141052246, | |
| 0.0075779309272766115, | |
| 0.007584331035614014, | |
| 0.007594572067260742, | |
| 0.007302091121673584, | |
| 0.007209610939025879, | |
| 0.00711152982711792, | |
| 0.007190569877624512, | |
| 0.007171531200408935, | |
| 0.0071779308319091795, | |
| 0.00714017105102539, | |
| 0.007115048885345459, | |
| 0.007159210205078125 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 131.48146735156408 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |