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pytorch-llama/torchao-int4wo-128.json
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| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"name": "pytorch-llama",
|
| 4 |
+
"backend": {
|
| 5 |
+
"name": "pytorch",
|
| 6 |
+
"version": "2.5.1",
|
| 7 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
+
"task": "text-generation",
|
| 9 |
+
"library": "transformers",
|
| 10 |
+
"model_type": "llama",
|
| 11 |
+
"model": "meta-llama/Llama-2-7b-chat-hf",
|
| 12 |
+
"processor": "meta-llama/Llama-2-7b-chat-hf",
|
| 13 |
+
"device": "cuda",
|
| 14 |
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"device_ids": "0",
|
| 15 |
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"seed": 42,
|
| 16 |
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"inter_op_num_threads": null,
|
| 17 |
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"intra_op_num_threads": null,
|
| 18 |
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"model_kwargs": {},
|
| 19 |
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"processor_kwargs": {},
|
| 20 |
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"no_weights": true,
|
| 21 |
+
"device_map": null,
|
| 22 |
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"torch_dtype": "bfloat16",
|
| 23 |
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"eval_mode": true,
|
| 24 |
+
"to_bettertransformer": false,
|
| 25 |
+
"low_cpu_mem_usage": null,
|
| 26 |
+
"attn_implementation": null,
|
| 27 |
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"cache_implementation": null,
|
| 28 |
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"autocast_enabled": false,
|
| 29 |
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"autocast_dtype": null,
|
| 30 |
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"torch_compile": false,
|
| 31 |
+
"torch_compile_target": "forward",
|
| 32 |
+
"torch_compile_config": {},
|
| 33 |
+
"quantization_scheme": "torchao",
|
| 34 |
+
"quantization_config": {
|
| 35 |
+
"quant_type": "int4_weight_only",
|
| 36 |
+
"group_size": 128
|
| 37 |
+
},
|
| 38 |
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"deepspeed_inference": false,
|
| 39 |
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"deepspeed_inference_config": {},
|
| 40 |
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"peft_type": null,
|
| 41 |
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"peft_config": {}
|
| 42 |
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},
|
| 43 |
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"scenario": {
|
| 44 |
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"name": "inference",
|
| 45 |
+
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
| 46 |
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"iterations": 10,
|
| 47 |
+
"duration": 10,
|
| 48 |
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"warmup_runs": 10,
|
| 49 |
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"input_shapes": {
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| 50 |
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"batch_size": 1,
|
| 51 |
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"num_choices": 2,
|
| 52 |
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"sequence_length": 128
|
| 53 |
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},
|
| 54 |
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"new_tokens": null,
|
| 55 |
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"memory": true,
|
| 56 |
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"latency": true,
|
| 57 |
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"energy": false,
|
| 58 |
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"forward_kwargs": {},
|
| 59 |
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"generate_kwargs": {
|
| 60 |
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"max_new_tokens": 32,
|
| 61 |
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"min_new_tokens": 32
|
| 62 |
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},
|
| 63 |
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"call_kwargs": {}
|
| 64 |
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},
|
| 65 |
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"launcher": {
|
| 66 |
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"name": "process",
|
| 67 |
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"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
| 68 |
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"device_isolation": true,
|
| 69 |
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"device_isolation_action": "warn",
|
| 70 |
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"numactl": false,
|
| 71 |
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"numactl_kwargs": {},
|
| 72 |
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"start_method": "spawn"
|
| 73 |
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},
|
| 74 |
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"environment": {
|
| 75 |
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"cpu": " Intel(R) Xeon(R) Platinum 8339HC CPU @ 1.80GHz",
|
| 76 |
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"cpu_count": 22,
|
| 77 |
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"cpu_ram_mb": 189584.162816,
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| 78 |
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"system": "Linux",
|
| 79 |
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"machine": "x86_64",
|
| 80 |
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"platform": "Linux-5.19.0-0_fbk12_hardened_11583_g0bef9520ca2b-x86_64-with-glibc2.34",
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| 81 |
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"processor": "x86_64",
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| 82 |
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"python_version": "3.10.15",
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| 83 |
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"gpu": [
|
| 84 |
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"NVIDIA PG509-210"
|
| 85 |
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],
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| 86 |
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"gpu_count": 1,
|
| 87 |
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"gpu_vram_mb": 85899345920,
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| 88 |
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| 89 |
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"optimum_benchmark_commit": "78d7da546ad060a586060d0d3680bec33f32a45b",
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| 90 |
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"transformers_version": "4.47.0.dev0",
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| 91 |
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| 92 |
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"accelerate_version": "1.1.0",
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| 93 |
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"accelerate_commit": null,
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| 94 |
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"diffusers_version": "0.31.0",
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| 95 |
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"diffusers_commit": null,
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| 96 |
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"optimum_version": "1.24.0.dev0",
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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"peft_commit": null
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| 102 |
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},
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| 103 |
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"print_report": true,
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| 104 |
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"log_report": true
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| 105 |
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},
|
| 106 |
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"report": {
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| 107 |
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"load": {
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| 108 |
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"memory": {
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| 109 |
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"unit": "MB",
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},
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| 116 |
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| 117 |
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"unit": "s",
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| 118 |
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"values": [
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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"mean": 5.966353515625,
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"stdev": 0,
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"throughput": null,
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| 132 |
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| 134 |
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"total": 12.637822704315191,
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"mean": 0.040767170013919954,
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| 540 |
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},
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"unit": "tokens/s",
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},
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}
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| 548 |
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}
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}
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