IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
27957f7
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": "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": {}, | |
| "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", | |
| "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": "f6013cec1a849341c31271831560b1681406c092", | |
| "transformers_version": "4.42.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.31.0", | |
| "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": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1048.838144, | |
| "max_global_vram": 1107.533824, | |
| "max_process_vram": 239401.455616, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035776 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 64, | |
| "total": 0.5099820666313171, | |
| "mean": 0.007968469791114331, | |
| "stdev": 0.000376819886796667, | |
| "p50": 0.007767498016357422, | |
| "p90": 0.008367271995544434, | |
| "p95": 0.00860427985191345, | |
| "p99": 0.009210290441513058, | |
| "values": [ | |
| 0.010027172088623047, | |
| 0.0083641357421875, | |
| 0.008368616104125976, | |
| 0.00810125732421875, | |
| 0.008147497177124024, | |
| 0.008023337364196777, | |
| 0.008042057037353516, | |
| 0.008081096649169922, | |
| 0.008055976867675781, | |
| 0.008032297134399414, | |
| 0.008203495979309082, | |
| 0.00813405704498291, | |
| 0.00823133659362793, | |
| 0.008253096580505371, | |
| 0.008078536987304687, | |
| 0.008496295928955079, | |
| 0.007965736865997315, | |
| 0.007782698154449463, | |
| 0.007724458217620849, | |
| 0.007732937812805176, | |
| 0.007680937767028808, | |
| 0.007737257957458496, | |
| 0.00774957799911499, | |
| 0.007744137763977051, | |
| 0.008099817276000976, | |
| 0.0077780580520629885, | |
| 0.007722537994384765, | |
| 0.007725897789001465, | |
| 0.007756298065185547, | |
| 0.007747178077697754, | |
| 0.007719977855682373, | |
| 0.0077713379859924315, | |
| 0.0077474980354309084, | |
| 0.007739337921142578, | |
| 0.007763658046722412, | |
| 0.007744617938995361, | |
| 0.007744778156280518, | |
| 0.007750536918640137, | |
| 0.0077284579277038575, | |
| 0.00782941722869873, | |
| 0.007726858139038086, | |
| 0.0077431778907775875, | |
| 0.008060457229614258, | |
| 0.008726215362548828, | |
| 0.008730534553527833, | |
| 0.008623335838317871, | |
| 0.008170536041259766, | |
| 0.008184617042541503, | |
| 0.008185895919799804, | |
| 0.00784173822402954, | |
| 0.007691658020019531, | |
| 0.0077151780128479, | |
| 0.007704617977142334, | |
| 0.007709097862243652, | |
| 0.007747017860412598, | |
| 0.00769229793548584, | |
| 0.007702057838439942, | |
| 0.007729738235473633, | |
| 0.008371496200561523, | |
| 0.007944618225097656, | |
| 0.007702538013458252, | |
| 0.007737577915191651, | |
| 0.0076978979110717775, | |
| 0.007715497970581055 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 250.98921780819288 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1048.838144, | |
| "max_global_vram": 1107.525632, | |
| "max_process_vram": 229709.119488, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.25952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 64, | |
| "total": 0.4916833987236023, | |
| "mean": 0.0076825531050562865, | |
| "stdev": 0.0005149375214576609, | |
| "p50": 0.007513419151306152, | |
| "p90": 0.007983688974380494, | |
| "p95": 0.008262440013885498, | |
| "p99": 0.009639612302780145, | |
| "values": [ | |
| 0.008759015083312989, | |
| 0.008034056663513183, | |
| 0.008515656471252442, | |
| 0.007684778213500976, | |
| 0.007691977977752685, | |
| 0.007642377853393554, | |
| 0.007693577766418457, | |
| 0.007911656856536865, | |
| 0.007655018806457519, | |
| 0.0076623778343200685, | |
| 0.007744617938995361, | |
| 0.007739337921142578, | |
| 0.007751817226409912, | |
| 0.007660937786102295, | |
| 0.011139007568359375, | |
| 0.0077314977645874024, | |
| 0.007446538925170898, | |
| 0.0074708590507507324, | |
| 0.007401258945465088, | |
| 0.007467978954315185, | |
| 0.00741965913772583, | |
| 0.007431018829345703, | |
| 0.007440618991851807, | |
| 0.007450378894805908, | |
| 0.007441099166870117, | |
| 0.007835017204284669, | |
| 0.007369578838348389, | |
| 0.007466379165649414, | |
| 0.007463819026947022, | |
| 0.0074606180191040036, | |
| 0.007426858901977539, | |
| 0.007506059169769287, | |
| 0.00742349910736084, | |
| 0.007529738903045654, | |
| 0.007453897953033447, | |
| 0.007479659080505371, | |
| 0.007491498947143555, | |
| 0.007456139087677002, | |
| 0.00756157922744751, | |
| 0.007472299098968506, | |
| 0.007389739036560059, | |
| 0.00766829776763916, | |
| 0.00826589584350586, | |
| 0.007883977890014649, | |
| 0.008242856979370118, | |
| 0.007788938045501709, | |
| 0.007917578220367432, | |
| 0.007989737033843994, | |
| 0.007712297916412354, | |
| 0.007520779132843018, | |
| 0.007464297771453857, | |
| 0.007539019107818603, | |
| 0.007386858940124512, | |
| 0.007420138835906982, | |
| 0.0074441380500793455, | |
| 0.007457098960876465, | |
| 0.0074022188186645506, | |
| 0.007426538944244385, | |
| 0.007969576835632325, | |
| 0.007577416896820069, | |
| 0.00739997911453247, | |
| 0.007393898963928222, | |
| 0.007537578105926514, | |
| 0.007500779151916504 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 130.16506183886293 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 64, | |
| "total": 0.45666494798660273, | |
| "mean": 0.007135389812290669, | |
| "stdev": 0.0005050906248383302, | |
| "p50": 0.006953900098800659, | |
| "p90": 0.007436442756652832, | |
| "p95": 0.00772667396068573, | |
| "p99": 0.00905042334556579, | |
| "values": [ | |
| 0.008194215774536133, | |
| 0.007440618991851807, | |
| 0.007965736865997315, | |
| 0.007127179145812988, | |
| 0.007146378993988037, | |
| 0.00710014009475708, | |
| 0.007128139972686767, | |
| 0.007347178936004639, | |
| 0.007081739902496338, | |
| 0.00713149881362915, | |
| 0.007186220169067383, | |
| 0.007196619987487793, | |
| 0.007169579029083252, | |
| 0.0071177401542663575, | |
| 0.01050829029083252, | |
| 0.007176300048828125, | |
| 0.006906381130218506, | |
| 0.006931660175323487, | |
| 0.006899499893188476, | |
| 0.006907501220703125, | |
| 0.006892621040344238, | |
| 0.006882060050964356, | |
| 0.006889100074768066, | |
| 0.006875501155853271, | |
| 0.0068942208290100095, | |
| 0.007285899162292481, | |
| 0.006907021045684815, | |
| 0.00690238094329834, | |
| 0.006934060096740723, | |
| 0.006928939819335938, | |
| 0.006891500949859619, | |
| 0.006930220127105713, | |
| 0.006899341106414795, | |
| 0.006985899925231934, | |
| 0.006928299903869629, | |
| 0.006920781135559082, | |
| 0.006934539794921875, | |
| 0.006896941184997558, | |
| 0.007030539989471436, | |
| 0.006923181056976318, | |
| 0.006887340068817139, | |
| 0.007125899791717529, | |
| 0.0077266979217529294, | |
| 0.0073638191223144535, | |
| 0.007726538181304932, | |
| 0.00732797908782959, | |
| 0.0073667001724243165, | |
| 0.007426698207855225, | |
| 0.007157259941101074, | |
| 0.006965260028839112, | |
| 0.006908939838409424, | |
| 0.006989261150360107, | |
| 0.006861100196838379, | |
| 0.006835820198059082, | |
| 0.006890699863433838, | |
| 0.006891981124877929, | |
| 0.006885420799255371, | |
| 0.006858860969543457, | |
| 0.007443338871002197, | |
| 0.006991340160369873, | |
| 0.006856300830841064, | |
| 0.006863501071929932, | |
| 0.006942540168762207, | |
| 0.00697598123550415 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 140.1465128474839 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |