IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
114be0a
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+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": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.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": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "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": 832.180224, | |
| "max_global_vram": 709.361664, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.65578759765625, | |
| "mean": 7.65578759765625, | |
| "stdev": 0.0, | |
| "p50": 7.65578759765625, | |
| "p90": 7.65578759765625, | |
| "p95": 7.65578759765625, | |
| "p99": 7.65578759765625, | |
| "values": [ | |
| 7.65578759765625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.345849931250515e-06, | |
| "ram": 2.3663745211247922e-06, | |
| "gpu": 6.3813939939999335e-06, | |
| "total": 1.309361844637524e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1023.369216, | |
| "max_global_vram": 791.150592, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 147, | |
| "total": 1.0021038727760314, | |
| "mean": 0.00681703314813627, | |
| "stdev": 0.00028499305079151204, | |
| "p50": 0.0068280320167541505, | |
| "p90": 0.00722982406616211, | |
| "p95": 0.007358156633377075, | |
| "p99": 0.00774295555114746, | |
| "values": [ | |
| 0.007404543876647949, | |
| 0.007456768035888672, | |
| 0.007341055870056152, | |
| 0.007795711994171142, | |
| 0.007386112213134765, | |
| 0.007333888053894043, | |
| 0.007357439994812012, | |
| 0.007334911823272705, | |
| 0.007285759925842285, | |
| 0.0072641921043395995, | |
| 0.007332863807678222, | |
| 0.007681024074554443, | |
| 0.006756351947784424, | |
| 0.006506432056427002, | |
| 0.006544320106506347, | |
| 0.006536191940307618, | |
| 0.006527999877929688, | |
| 0.006567967891693115, | |
| 0.006509632110595703, | |
| 0.006532095909118653, | |
| 0.006561791896820069, | |
| 0.006489120006561279, | |
| 0.006521791934967041, | |
| 0.0065781760215759275, | |
| 0.006505472183227539, | |
| 0.0064839677810668945, | |
| 0.006497280120849609, | |
| 0.006479872226715088, | |
| 0.006510591983795166, | |
| 0.006527999877929688, | |
| 0.006561791896820069, | |
| 0.00653107213973999, | |
| 0.006526976108551025, | |
| 0.006511616230010986, | |
| 0.006498303890228272, | |
| 0.006479872226715088, | |
| 0.0065146880149841305, | |
| 0.006532095909118653, | |
| 0.0065064959526062015, | |
| 0.006564864158630371, | |
| 0.006498303890228272, | |
| 0.006462463855743408, | |
| 0.006510591983795166, | |
| 0.006510591983795166, | |
| 0.0064778242111206055, | |
| 0.006553599834442139, | |
| 0.0064737281799316405, | |
| 0.006510591983795166, | |
| 0.006499328136444092, | |
| 0.00648089599609375, | |
| 0.006526976108551025, | |
| 0.006510591983795166, | |
| 0.0065095357894897465, | |
| 0.006535200119018555, | |
| 0.006515711784362793, | |
| 0.006491136074066162, | |
| 0.00652185583114624, | |
| 0.006496255874633789, | |
| 0.007158783912658692, | |
| 0.006916192054748535, | |
| 0.006847487926483154, | |
| 0.006848512172698974, | |
| 0.006823935985565186, | |
| 0.006814720153808594, | |
| 0.0068055038452148435, | |
| 0.006818816184997558, | |
| 0.006969344139099121, | |
| 0.008179712295532226, | |
| 0.007358463764190673, | |
| 0.006903808116912841, | |
| 0.007449600219726562, | |
| 0.007206912040710449, | |
| 0.006860799789428711, | |
| 0.006841343879699707, | |
| 0.006812672138214112, | |
| 0.006852608203887939, | |
| 0.007007199764251709, | |
| 0.006887423992156983, | |
| 0.006814720153808594, | |
| 0.006884416103363037, | |
| 0.006864895820617676, | |
| 0.006849503993988037, | |
| 0.006859776020050049, | |
| 0.0068393278121948245, | |
| 0.006821887969970703, | |
| 0.006822912216186523, | |
| 0.006852640151977539, | |
| 0.006834176063537598, | |
| 0.006837279796600342, | |
| 0.006865920066833496, | |
| 0.006819839954376221, | |
| 0.006837247848510742, | |
| 0.0068321280479431154, | |
| 0.006851583957672119, | |
| 0.0068577280044555666, | |
| 0.006819839954376221, | |
| 0.00682700777053833, | |
| 0.006837247848510742, | |
| 0.0068403520584106444, | |
| 0.0068280320167541505, | |
| 0.006999104022979736, | |
| 0.0068915200233459475, | |
| 0.006862847805023193, | |
| 0.006821824073791504, | |
| 0.006842368125915528, | |
| 0.0068577280044555666, | |
| 0.006809599876403808, | |
| 0.006843391895294189, | |
| 0.0068873920440673825, | |
| 0.0068618240356445315, | |
| 0.0069283838272094726, | |
| 0.007155712127685547, | |
| 0.006880256175994873, | |
| 0.006899712085723877, | |
| 0.006802400112152099, | |
| 0.006829055786132812, | |
| 0.006830080032348633, | |
| 0.006815743923187256, | |
| 0.006860799789428711, | |
| 0.006856704235076904, | |
| 0.006852640151977539, | |
| 0.006841343879699707, | |
| 0.006863872051239014, | |
| 0.006875135898590088, | |
| 0.006811647891998291, | |
| 0.006822912216186523, | |
| 0.007135231971740722, | |
| 0.00683622407913208, | |
| 0.006838272094726563, | |
| 0.006850560188293457, | |
| 0.0068321280479431154, | |
| 0.006825984001159668, | |
| 0.006834176063537598, | |
| 0.0068689918518066405, | |
| 0.006808576107025147, | |
| 0.006821887969970703, | |
| 0.0068280320167541505, | |
| 0.006882304191589355, | |
| 0.0068280320167541505, | |
| 0.0067983360290527345, | |
| 0.006845439910888672, | |
| 0.006820864200592041, | |
| 0.006783999919891357, | |
| 0.006823935985565186, | |
| 0.006810624122619629, | |
| 0.0068280320167541505, | |
| 0.006811647891998291 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 146.69137999914128 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.855510868745489e-08, | |
| "ram": 4.294893079344485e-08, | |
| "gpu": 1.6605053754966866e-07, | |
| "total": 2.875545770305684e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3477600.7056695027 | |
| } | |
| } | |
| } | |
| } |