IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
cfe802c
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "image-classification", | |
| "library": "timm", | |
| "model_type": "resnet50", | |
| "model": "timm/resnet50.a1_in1k", | |
| "processor": "timm/resnet50.a1_in1k", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": false, | |
| "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": true, | |
| "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 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "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": 789.307392, | |
| "max_global_vram": 709.361664, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.47788818359375, | |
| "mean": 7.47788818359375, | |
| "stdev": 0.0, | |
| "p50": 7.47788818359375, | |
| "p90": 7.47788818359375, | |
| "p95": 7.47788818359375, | |
| "p99": 7.47788818359375, | |
| "values": [ | |
| 7.47788818359375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.3251784311400526e-06, | |
| "ram": 2.353356434372813e-06, | |
| "gpu": 4.83611497999973e-06, | |
| "total": 1.1514649845512595e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 977.166336, | |
| "max_global_vram": 1049.100288, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 396.361728, | |
| "max_allocated": 245.323264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 147, | |
| "total": 0.9991772165298465, | |
| "mean": 0.006797123921971743, | |
| "stdev": 0.00025429866481692224, | |
| "p50": 0.006749216079711914, | |
| "p90": 0.007072153663635254, | |
| "p95": 0.007156326293945313, | |
| "p99": 0.007697285261154174, | |
| "values": [ | |
| 0.007186431884765625, | |
| 0.007173120021820068, | |
| 0.007150591850280762, | |
| 0.006899712085723877, | |
| 0.006859807968139648, | |
| 0.006809599876403808, | |
| 0.006803455829620361, | |
| 0.006791168212890625, | |
| 0.006829055786132812, | |
| 0.006774720191955567, | |
| 0.006708255767822266, | |
| 0.006762495994567871, | |
| 0.006680575847625733, | |
| 0.007188479900360107, | |
| 0.00695091199874878, | |
| 0.006980607986450196, | |
| 0.007028736114501953, | |
| 0.007047167778015137, | |
| 0.007013376235961914, | |
| 0.0070225920677185055, | |
| 0.006958079814910889, | |
| 0.006974463939666748, | |
| 0.00704204797744751, | |
| 0.007059391975402832, | |
| 0.007005184173583984, | |
| 0.007090176105499267, | |
| 0.0070266880989074704, | |
| 0.00674505615234375, | |
| 0.007293951988220215, | |
| 0.007018496036529541, | |
| 0.006996992111206054, | |
| 0.007005184173583984, | |
| 0.006905856132507324, | |
| 0.006865920066833496, | |
| 0.006924287796020508, | |
| 0.0069745278358459475, | |
| 0.007602176189422607, | |
| 0.007907328128814697, | |
| 0.007778304100036621, | |
| 0.007074816226959229, | |
| 0.007158783912658692, | |
| 0.007104512214660645, | |
| 0.007071743965148926, | |
| 0.007072768211364746, | |
| 0.007010303974151612, | |
| 0.006949888229370117, | |
| 0.0069847040176391605, | |
| 0.007023615837097168, | |
| 0.007016448020935059, | |
| 0.007004159927368164, | |
| 0.006953983783721924, | |
| 0.00693452787399292, | |
| 0.006879231929779053, | |
| 0.006916096210479736, | |
| 0.006873055934906006, | |
| 0.007038976192474365, | |
| 0.006930431842803955, | |
| 0.0068915200233459475, | |
| 0.006904831886291504, | |
| 0.00693555212020874, | |
| 0.007050240039825439, | |
| 0.007009280204772949, | |
| 0.006941696166992187, | |
| 0.00703385591506958, | |
| 0.007093247890472412, | |
| 0.007072768211364746, | |
| 0.007032832145690918, | |
| 0.007047167778015137, | |
| 0.006986783981323242, | |
| 0.006766623973846435, | |
| 0.0067010560035705566, | |
| 0.00667955207824707, | |
| 0.006729728221893311, | |
| 0.006623231887817383, | |
| 0.0065710082054138185, | |
| 0.006526976108551025, | |
| 0.006427648067474365, | |
| 0.006557695865631104, | |
| 0.006557695865631104, | |
| 0.006398975849151611, | |
| 0.0063610877990722655, | |
| 0.006341631889343262, | |
| 0.006450143814086914, | |
| 0.006684703826904297, | |
| 0.006749216079711914, | |
| 0.006774784088134766, | |
| 0.006812672138214112, | |
| 0.006788095951080322, | |
| 0.006910975933074951, | |
| 0.006946815967559815, | |
| 0.0067041277885437015, | |
| 0.006645760059356689, | |
| 0.006666240215301514, | |
| 0.006767615795135498, | |
| 0.0066713600158691405, | |
| 0.006665215969085693, | |
| 0.006676479816436768, | |
| 0.006598656177520752, | |
| 0.006602752208709717, | |
| 0.006614016056060791, | |
| 0.006560768127441406, | |
| 0.006605823993682861, | |
| 0.006599679946899414, | |
| 0.00658022403717041, | |
| 0.006565887928009034, | |
| 0.0065771517753601075, | |
| 0.00658739185333252, | |
| 0.006614016056060791, | |
| 0.006574079990386963, | |
| 0.006594560146331787, | |
| 0.006601727962493896, | |
| 0.006614016056060791, | |
| 0.006593535900115967, | |
| 0.006589439868927002, | |
| 0.006594560146331787, | |
| 0.006612991809844971, | |
| 0.006526976108551025, | |
| 0.006614016056060791, | |
| 0.0065771517753601075, | |
| 0.006573056221008301, | |
| 0.0066007041931152345, | |
| 0.006560800075531006, | |
| 0.006512639999389648, | |
| 0.006493184089660644, | |
| 0.006529024124145508, | |
| 0.0066304001808166506, | |
| 0.0066109437942504885, | |
| 0.006567935943603515, | |
| 0.006593535900115967, | |
| 0.00658022403717041, | |
| 0.0065914239883422855, | |
| 0.006602752208709717, | |
| 0.00658022403717041, | |
| 0.00657919979095459, | |
| 0.006590464115142822, | |
| 0.006567935943603515, | |
| 0.0066109437942504885, | |
| 0.006533120155334473, | |
| 0.006565887928009034, | |
| 0.0066447358131408694, | |
| 0.006599679946899414, | |
| 0.006574079990386963, | |
| 0.006582272052764892, | |
| 0.006557695865631104, | |
| 0.006598656177520752, | |
| 0.0066078720092773435, | |
| 0.0065484800338745115 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 147.1210487670372 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.450228556990624e-08, | |
| "ram": 4.069049112782253e-08, | |
| "gpu": 1.5965116938750189e-07, | |
| "total": 2.7484394608523064e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3638428.330853227 | |
| } | |
| } | |
| } | |
| } |