IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
e3de2e1
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", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "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 7643 48-Core Processor", | |
| "cpu_count": 96, | |
| "cpu_ram_mb": 1082028.982272, | |
| "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": "16c37a2d0a7e1a726b6a2a50e2fbcf32df3b575c", | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 901.85728, | |
| "max_global_vram": 1011.740672, | |
| "max_process_vram": 42578.57536, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 6.68798876953125, | |
| "mean": 6.68798876953125, | |
| "stdev": 0.0, | |
| "p50": 6.68798876953125, | |
| "p90": 6.68798876953125, | |
| "p95": 6.68798876953125, | |
| "p99": 6.68798876953125, | |
| "values": [ | |
| 6.68798876953125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1056.292864, | |
| "max_global_vram": 1104.44544, | |
| "max_process_vram": 270161.047552, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.5232740859985353, | |
| "mean": 0.0084399046128796, | |
| "stdev": 0.0015434430859228396, | |
| "p50": 0.008092820167541504, | |
| "p90": 0.008618757247924805, | |
| "p95": 0.00878666214942932, | |
| "p99": 0.01475184559822083, | |
| "values": [ | |
| 0.008586741447448731, | |
| 0.008658901214599609, | |
| 0.008788822174072265, | |
| 0.00874562168121338, | |
| 0.008543540954589843, | |
| 0.008266100883483887, | |
| 0.008617461204528809, | |
| 0.008463220596313476, | |
| 0.008410740852355957, | |
| 0.008594422340393067, | |
| 0.008618901252746582, | |
| 0.01068594741821289, | |
| 0.011651867866516114, | |
| 0.008296819686889648, | |
| 0.008080340385437012, | |
| 0.008079218864440917, | |
| 0.008115538597106934, | |
| 0.008129940032958985, | |
| 0.008119219779968262, | |
| 0.008102580070495606, | |
| 0.008108180046081543, | |
| 0.019600528717041016, | |
| 0.008272500038146972, | |
| 0.00811106014251709, | |
| 0.008074419975280762, | |
| 0.007824018955230713, | |
| 0.007923699855804444, | |
| 0.00779681921005249, | |
| 0.0077952189445495606, | |
| 0.007818260192871095, | |
| 0.007785139083862305, | |
| 0.008283860206604004, | |
| 0.008071059226989747, | |
| 0.008053779602050781, | |
| 0.008107060432434083, | |
| 0.008114419937133788, | |
| 0.008091219902038574, | |
| 0.008094420433044433, | |
| 0.008096980094909669, | |
| 0.008105299949645995, | |
| 0.008078900337219239, | |
| 0.008097938537597656, | |
| 0.008075220108032227, | |
| 0.008094420433044433, | |
| 0.008086580276489258, | |
| 0.008193619728088379, | |
| 0.008073619842529297, | |
| 0.008046258926391601, | |
| 0.00807666015625, | |
| 0.008039380073547363, | |
| 0.008078740119934083, | |
| 0.008051219940185548, | |
| 0.008061458587646484, | |
| 0.00807170009613037, | |
| 0.008084179878234864, | |
| 0.008045619964599609, | |
| 0.00808113956451416, | |
| 0.008084499359130859, | |
| 0.00802609920501709, | |
| 0.00804833984375, | |
| 0.008027219772338867, | |
| 0.008067378997802735 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 236.9695028244665 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1056.305152, | |
| "max_global_vram": 1107.513344, | |
| "max_process_vram": 271381.676032, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.4780781321525572, | |
| "mean": 0.007710937615363828, | |
| "stdev": 0.00022987974711706553, | |
| "p50": 0.007665218591690063, | |
| "p90": 0.008011411094665527, | |
| "p95": 0.008129940366744996, | |
| "p99": 0.008381089162826538, | |
| "values": [ | |
| 0.007939858913421631, | |
| 0.008254739761352539, | |
| 0.008268019676208497, | |
| 0.00813234043121338, | |
| 0.007953619003295899, | |
| 0.007819539070129394, | |
| 0.008034420013427735, | |
| 0.007923378944396972, | |
| 0.007950579166412354, | |
| 0.008084339141845703, | |
| 0.008000179290771485, | |
| 0.008557941436767578, | |
| 0.007739219188690185, | |
| 0.007665459156036377, | |
| 0.007672018051147461, | |
| 0.007773458957672119, | |
| 0.007624818801879883, | |
| 0.007642098903656006, | |
| 0.007722898960113526, | |
| 0.007628499031066894, | |
| 0.007695858955383301, | |
| 0.008012659072875976, | |
| 0.007738739013671875, | |
| 0.007619059085845948, | |
| 0.007395058155059814, | |
| 0.007398258209228516, | |
| 0.007366258144378662, | |
| 0.00737841796875, | |
| 0.0073208179473876955, | |
| 0.007399857997894287, | |
| 0.007403697967529297, | |
| 0.007763060092926025, | |
| 0.007491858959197998, | |
| 0.007747378826141358, | |
| 0.007674899101257324, | |
| 0.00774609899520874, | |
| 0.007675858020782471, | |
| 0.007685298919677734, | |
| 0.007635219097137451, | |
| 0.007654259204864502, | |
| 0.00766497802734375, | |
| 0.007672019004821777, | |
| 0.007736659049987793, | |
| 0.007646899223327636, | |
| 0.007625139236450195, | |
| 0.00782145881652832, | |
| 0.007603378772735596, | |
| 0.007572819232940673, | |
| 0.007637779235839844, | |
| 0.007574418067932129, | |
| 0.007597458839416504, | |
| 0.007717138767242432, | |
| 0.00762385892868042, | |
| 0.007591858863830566, | |
| 0.007568337917327881, | |
| 0.0076099390983581545, | |
| 0.007630258083343506, | |
| 0.007749619007110596, | |
| 0.0075243391990661625, | |
| 0.007493457794189453, | |
| 0.00763873815536499, | |
| 0.007587539196014404 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 129.68591497972022 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.4459457292556764, | |
| "mean": 0.007192673052510908, | |
| "stdev": 0.0002190623473198058, | |
| "p50": 0.007144257545471192, | |
| "p90": 0.007470689916610717, | |
| "p95": 0.007579242014884948, | |
| "p99": 0.00785149748325348, | |
| "values": [ | |
| 0.007345458030700683, | |
| 0.007653938770294189, | |
| 0.007644979000091553, | |
| 0.007582098007202148, | |
| 0.007397617816925049, | |
| 0.007296338081359864, | |
| 0.007474577903747558, | |
| 0.007381777763366699, | |
| 0.00739041805267334, | |
| 0.007524978160858154, | |
| 0.007435698032379151, | |
| 0.008160499572753907, | |
| 0.007189938068389893, | |
| 0.007182097911834716, | |
| 0.007137136936187744, | |
| 0.007252657890319824, | |
| 0.007124817848205566, | |
| 0.007128498077392578, | |
| 0.007170258045196533, | |
| 0.007120176792144776, | |
| 0.007139377117156983, | |
| 0.0074772977828979495, | |
| 0.007206098079681396, | |
| 0.007115537166595459, | |
| 0.006900815963745117, | |
| 0.006876657009124756, | |
| 0.0068435359001159666, | |
| 0.006911056995391846, | |
| 0.006821136951446533, | |
| 0.006890416145324707, | |
| 0.006892016887664795, | |
| 0.0071574578285217285, | |
| 0.006992018222808838, | |
| 0.007215696811676026, | |
| 0.0071424169540405275, | |
| 0.007199857234954834, | |
| 0.007152176856994629, | |
| 0.0071500978469848635, | |
| 0.00713441801071167, | |
| 0.00712209701538086, | |
| 0.007138896942138672, | |
| 0.007159058094024658, | |
| 0.007215218067169189, | |
| 0.007146098136901855, | |
| 0.00711057710647583, | |
| 0.007372657775878907, | |
| 0.007146577835083007, | |
| 0.007092658042907715, | |
| 0.007100656986236572, | |
| 0.007064496994018555, | |
| 0.007090736865997314, | |
| 0.007191697120666504, | |
| 0.00712673807144165, | |
| 0.007100977897644043, | |
| 0.007098416805267334, | |
| 0.007108657836914062, | |
| 0.0071070570945739745, | |
| 0.0072995381355285644, | |
| 0.007068017959594727, | |
| 0.007041616916656494, | |
| 0.007165616989135743, | |
| 0.00706561803817749 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 139.03037058676085 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |