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2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/config.yaml ADDED
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1
+ name: pytorch_generate
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+ backend:
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+ name: pytorch
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+ version: 2.3.0+cu121
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+ _target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
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+ task: null
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+ library: null
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+ model: google/gemma-2b
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+ processor: null
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+ device: cuda
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+ device_ids: '0'
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+ seed: 42
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+ inter_op_num_threads: null
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+ intra_op_num_threads: null
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+ model_kwargs: {}
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+ processor_kwargs: {}
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+ hub_kwargs: {}
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+ no_weights: true
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+ device_map: null
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+ torch_dtype: float16
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+ eval_mode: true
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+ to_bettertransformer: false
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+ low_cpu_mem_usage: null
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+ attn_implementation: null
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+ cache_implementation: null
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+ autocast_enabled: false
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+ autocast_dtype: null
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+ torch_compile: false
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+ torch_compile_target: forward
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+ torch_compile_config:
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+ backend: inductor
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+ mode: reduce-overhead
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+ fullgraph: true
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+ quantization_scheme: null
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+ quantization_config: {}
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+ deepspeed_inference: false
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+ deepspeed_inference_config: {}
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+ peft_type: null
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+ peft_config: {}
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+ scenario:
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+ name: inference
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+ _target_: optimum_benchmark.scenarios.inference.scenario.InferenceScenario
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+ iterations: 2
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+ duration: 0
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+ warmup_runs: 10
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+ input_shapes:
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+ batch_size: 1
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+ sequence_length: 7
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+ new_tokens: null
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+ latency: true
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+ memory: true
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+ energy: false
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+ forward_kwargs: {}
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+ generate_kwargs:
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+ max_new_tokens: 1024
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+ min_new_tokens: 1024
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+ do_sample: false
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+ call_kwargs: {}
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+ launcher:
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+ name: process
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+ _target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher
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+ cpu: ' AMD EPYC 7R32'
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+ cpu_count: 16
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+ system: Linux
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+ machine: x86_64
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+ platform: Linux-5.10.216-204.855.amzn2.x86_64-x86_64-with-glibc2.29
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+ processor: x86_64
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+ - NVIDIA A10G
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+ gpu_count: 1
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+ gpu_vram_mb: 24146608128
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+ optimum_benchmark_version: 0.2.1
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+ optimum_benchmark_commit: null
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+ transformers_commit: 7849058a025d5b391a2f377f73b21588ffa47eb8
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+ diffusers_version: null
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+ diffusers_commit: null
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+ optimum_version: 1.21.0.dev0
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+ optimum_commit: null
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+ timm_version: 0.9.16
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+ timm_commit: null
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+ peft_commit: null
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+ hydra:
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+ run:
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+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
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+ sweep:
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+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8
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+ subdir: ${hydra.job.override_dirname}
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+ launcher:
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+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
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+ sweeper:
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+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
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+ max_batch_size: null
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+ params: null
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+ help:
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+ app_name: ${hydra.job.name}
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+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ root:
71
+ level: ERROR
72
+ disable_existing_loggers: true
73
+ job_logging:
74
+ version: 1
75
+ root:
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+ level: ERROR
77
+ disable_existing_loggers: true
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+ env: {}
79
+ mode: MULTIRUN
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+ searchpath: []
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+ callbacks: {}
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+ output_subdir: .hydra
83
+ overrides:
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+ hydra:
85
+ - hydra/job_logging=disabled
86
+ - hydra/hydra_logging=disabled
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+ - hydra.sweep.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8
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+ - hydra.run.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
89
+ - hydra.mode=MULTIRUN
90
+ task:
91
+ - backend.model=google/gemma-2b
92
+ - backend.cache_implementation=null
93
+ - backend.torch_compile=False
94
+ job:
95
+ name: cli
96
+ chdir: true
97
+ override_dirname: backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False
98
+ id: '0'
99
+ num: 0
100
+ config_name: generation
101
+ env_set:
102
+ OVERRIDE_BENCHMARKS: '1'
103
+ LOG_LEVEL: WARN
104
+ env_copy: []
105
+ config:
106
+ override_dirname:
107
+ kv_sep: '='
108
+ item_sep: ','
109
+ exclude_keys: []
110
+ runtime:
111
+ version: 1.3.2
112
+ version_base: '1.3'
113
+ cwd: /transformers
114
+ config_sources:
115
+ - path: hydra.conf
116
+ schema: pkg
117
+ provider: hydra
118
+ - path: optimum_benchmark
119
+ schema: pkg
120
+ provider: main
121
+ - path: /transformers/benchmark/config
122
+ schema: file
123
+ provider: command-line
124
+ - path: ''
125
+ schema: structured
126
+ provider: schema
127
+ output_dir: /transformers/_benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False
128
+ choices:
129
+ backend: pytorch
130
+ launcher: process
131
+ scenario: inference
132
+ hydra/env: default
133
+ hydra/callbacks: null
134
+ hydra/job_logging: disabled
135
+ hydra/hydra_logging: disabled
136
+ hydra/hydra_help: default
137
+ hydra/help: default
138
+ hydra/sweeper: basic
139
+ hydra/launcher: basic
140
+ hydra/output: default
141
+ verbose: false
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@@ -0,0 +1,3 @@
 
 
 
 
1
+ - backend.model=google/gemma-2b
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+ - backend.cache_implementation=null
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+ - backend.torch_compile=False
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1
+ {
2
+ "config": {
3
+ "name": "pytorch_generate",
4
+ "backend": {
5
+ "name": "pytorch",
6
+ "version": "2.3.0+cu121",
7
+ "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
+ "task": "text-generation",
9
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2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/summary.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "model": "google/gemma-2b",
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+ "commit": "7849058a025d5b391a2f377f73b21588ffa47eb8",
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+ "config": "backend.cache_implementation=null,backend.torch_compile=False",
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+ "metrics": {
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+ "prefill.latency.mean": 0.019746432304382326,
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+ "prefill.throughput.value": 354.49441661653935,
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+ "decode.latency.mean": 19.488104492187503,
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+ "decode.throughput.value": 52.4935609007077,
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+ "per_token.latency.mean": 0.019059390016289972,
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+ "per_token.throughput.value": 52.46757630466162
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+ }
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+ }
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/config.yaml ADDED
@@ -0,0 +1,91 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ name: pytorch_generate
2
+ backend:
3
+ name: pytorch
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+ version: 2.3.0+cu121
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+ _target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
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+ task: null
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+ library: null
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+ model: google/gemma-2b
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+ processor: null
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+ device: cuda
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+ device_ids: '0'
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+ seed: 42
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+ inter_op_num_threads: null
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+ intra_op_num_threads: null
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+ model_kwargs: {}
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+ processor_kwargs: {}
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+ hub_kwargs: {}
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+ no_weights: true
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+ device_map: null
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+ torch_dtype: float16
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+ eval_mode: true
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+ to_bettertransformer: false
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+ low_cpu_mem_usage: null
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+ attn_implementation: null
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+ cache_implementation: null
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+ autocast_enabled: false
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+ autocast_dtype: null
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+ torch_compile: true
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+ torch_compile_target: forward
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+ torch_compile_config:
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+ backend: inductor
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+ mode: reduce-overhead
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+ fullgraph: true
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+ quantization_scheme: null
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+ quantization_config: {}
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+ deepspeed_inference: false
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+ deepspeed_inference_config: {}
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+ peft_type: null
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+ peft_config: {}
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+ scenario:
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+ name: inference
42
+ _target_: optimum_benchmark.scenarios.inference.scenario.InferenceScenario
43
+ iterations: 2
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+ duration: 0
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+ warmup_runs: 10
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+ input_shapes:
47
+ batch_size: 1
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+ sequence_length: 7
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+ new_tokens: null
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+ latency: true
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+ memory: true
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+ energy: false
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+ forward_kwargs: {}
54
+ generate_kwargs:
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+ max_new_tokens: 1024
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+ min_new_tokens: 1024
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+ do_sample: false
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+ call_kwargs: {}
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+ launcher:
60
+ name: process
61
+ _target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher
62
+ device_isolation: true
63
+ device_isolation_action: warn
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+ start_method: spawn
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+ environment:
66
+ cpu: ' AMD EPYC 7R32'
67
+ cpu_count: 16
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+ cpu_ram_mb: 66697.29792
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+ system: Linux
70
+ machine: x86_64
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+ platform: Linux-5.10.216-204.855.amzn2.x86_64-x86_64-with-glibc2.29
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+ processor: x86_64
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+ python_version: 3.8.10
74
+ gpu:
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+ - NVIDIA A10G
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+ gpu_count: 1
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+ gpu_vram_mb: 24146608128
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+ optimum_benchmark_version: 0.2.1
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+ optimum_benchmark_commit: null
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+ transformers_version: 4.42.0.dev0
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+ transformers_commit: 7849058a025d5b391a2f377f73b21588ffa47eb8
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+ accelerate_version: 0.31.0.dev0
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+ accelerate_commit: null
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+ diffusers_version: null
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+ diffusers_commit: null
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+ optimum_version: 1.21.0.dev0
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+ optimum_commit: null
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+ timm_version: 0.9.16
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+ timm_commit: null
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+ peft_version: 0.11.2.dev0
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+ peft_commit: null
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/hydra.yaml ADDED
@@ -0,0 +1,141 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ hydra:
2
+ run:
3
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
4
+ sweep:
5
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8
6
+ subdir: ${hydra.job.override_dirname}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
9
+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
11
+ max_batch_size: null
12
+ params: null
13
+ help:
14
+ app_name: ${hydra.job.name}
15
+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ root:
71
+ level: ERROR
72
+ disable_existing_loggers: true
73
+ job_logging:
74
+ version: 1
75
+ root:
76
+ level: ERROR
77
+ disable_existing_loggers: true
78
+ env: {}
79
+ mode: MULTIRUN
80
+ searchpath: []
81
+ callbacks: {}
82
+ output_subdir: .hydra
83
+ overrides:
84
+ hydra:
85
+ - hydra/job_logging=disabled
86
+ - hydra/hydra_logging=disabled
87
+ - hydra.sweep.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8
88
+ - hydra.run.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
89
+ - hydra.mode=MULTIRUN
90
+ task:
91
+ - backend.model=google/gemma-2b
92
+ - backend.cache_implementation=null
93
+ - backend.torch_compile=True
94
+ job:
95
+ name: cli
96
+ chdir: true
97
+ override_dirname: backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True
98
+ id: '1'
99
+ num: 1
100
+ config_name: generation
101
+ env_set:
102
+ OVERRIDE_BENCHMARKS: '1'
103
+ LOG_LEVEL: WARN
104
+ env_copy: []
105
+ config:
106
+ override_dirname:
107
+ kv_sep: '='
108
+ item_sep: ','
109
+ exclude_keys: []
110
+ runtime:
111
+ version: 1.3.2
112
+ version_base: '1.3'
113
+ cwd: /transformers
114
+ config_sources:
115
+ - path: hydra.conf
116
+ schema: pkg
117
+ provider: hydra
118
+ - path: optimum_benchmark
119
+ schema: pkg
120
+ provider: main
121
+ - path: /transformers/benchmark/config
122
+ schema: file
123
+ provider: command-line
124
+ - path: ''
125
+ schema: structured
126
+ provider: schema
127
+ output_dir: /transformers/_benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True
128
+ choices:
129
+ backend: pytorch
130
+ launcher: process
131
+ scenario: inference
132
+ hydra/env: default
133
+ hydra/callbacks: null
134
+ hydra/job_logging: disabled
135
+ hydra/hydra_logging: disabled
136
+ hydra/hydra_help: default
137
+ hydra/help: default
138
+ hydra/sweeper: basic
139
+ hydra/launcher: basic
140
+ hydra/output: default
141
+ verbose: false
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/overrides.yaml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ - backend.model=google/gemma-2b
2
+ - backend.cache_implementation=null
3
+ - backend.torch_compile=True
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.log ADDED
@@ -0,0 +1 @@
 
 
1
+ [ISOLATED-PROCESS][2024-05-31 19:14:23,191][process][ERROR] - + Sending traceback to main process
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_config.json ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "pytorch_generate",
3
+ "backend": {
4
+ "name": "pytorch",
5
+ "version": "2.3.0+cu121",
6
+ "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
7
+ "task": "text-generation",
8
+ "library": "transformers",
9
+ "model": "google/gemma-2b",
10
+ "processor": "google/gemma-2b",
11
+ "device": "cuda",
12
+ "device_ids": "0",
13
+ "seed": 42,
14
+ "inter_op_num_threads": null,
15
+ "intra_op_num_threads": null,
16
+ "model_kwargs": {},
17
+ "processor_kwargs": {},
18
+ "hub_kwargs": {},
19
+ "no_weights": true,
20
+ "device_map": null,
21
+ "torch_dtype": "float16",
22
+ "eval_mode": true,
23
+ "to_bettertransformer": false,
24
+ "low_cpu_mem_usage": null,
25
+ "attn_implementation": null,
26
+ "cache_implementation": null,
27
+ "autocast_enabled": false,
28
+ "autocast_dtype": null,
29
+ "torch_compile": true,
30
+ "torch_compile_target": "forward",
31
+ "torch_compile_config": {
32
+ "backend": "inductor",
33
+ "mode": "reduce-overhead",
34
+ "fullgraph": true
35
+ },
36
+ "quantization_scheme": null,
37
+ "quantization_config": {},
38
+ "deepspeed_inference": false,
39
+ "deepspeed_inference_config": {},
40
+ "peft_type": null,
41
+ "peft_config": {}
42
+ },
43
+ "scenario": {
44
+ "name": "inference",
45
+ "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
46
+ "iterations": 2,
47
+ "duration": 0,
48
+ "warmup_runs": 10,
49
+ "input_shapes": {
50
+ "batch_size": 1,
51
+ "num_choices": 2,
52
+ "sequence_length": 7
53
+ },
54
+ "new_tokens": null,
55
+ "latency": true,
56
+ "memory": true,
57
+ "energy": false,
58
+ "forward_kwargs": {},
59
+ "generate_kwargs": {
60
+ "max_new_tokens": 1024,
61
+ "min_new_tokens": 1024,
62
+ "do_sample": false
63
+ },
64
+ "call_kwargs": {}
65
+ },
66
+ "launcher": {
67
+ "name": "process",
68
+ "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
69
+ "device_isolation": true,
70
+ "device_isolation_action": "warn",
71
+ "start_method": "spawn"
72
+ },
73
+ "environment": {
74
+ "cpu": " AMD EPYC 7R32",
75
+ "cpu_count": 16,
76
+ "cpu_ram_mb": 66697.29792,
77
+ "system": "Linux",
78
+ "machine": "x86_64",
79
+ "platform": "Linux-5.10.216-204.855.amzn2.x86_64-x86_64-with-glibc2.29",
80
+ "processor": "x86_64",
81
+ "python_version": "3.8.10",
82
+ "gpu": [
83
+ "NVIDIA A10G"
84
+ ],
85
+ "gpu_count": 1,
86
+ "gpu_vram_mb": 24146608128,
87
+ "optimum_benchmark_version": "0.2.1",
88
+ "optimum_benchmark_commit": null,
89
+ "transformers_version": "4.42.0.dev0",
90
+ "transformers_commit": "7849058a025d5b391a2f377f73b21588ffa47eb8",
91
+ "accelerate_version": "0.31.0.dev0",
92
+ "accelerate_commit": null,
93
+ "diffusers_version": null,
94
+ "diffusers_commit": null,
95
+ "optimum_version": "1.21.0.dev0",
96
+ "optimum_commit": null,
97
+ "timm_version": "0.9.16",
98
+ "timm_commit": null,
99
+ "peft_version": "0.11.2.dev0",
100
+ "peft_commit": null
101
+ }
102
+ }
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/config.yaml ADDED
@@ -0,0 +1,91 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: pytorch_generate
2
+ backend:
3
+ name: pytorch
4
+ version: 2.3.0+cu121
5
+ _target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
6
+ task: null
7
+ library: null
8
+ model: google/gemma-2b
9
+ processor: null
10
+ device: cuda
11
+ device_ids: '0'
12
+ seed: 42
13
+ inter_op_num_threads: null
14
+ intra_op_num_threads: null
15
+ model_kwargs: {}
16
+ processor_kwargs: {}
17
+ hub_kwargs: {}
18
+ no_weights: true
19
+ device_map: null
20
+ torch_dtype: float16
21
+ eval_mode: true
22
+ to_bettertransformer: false
23
+ low_cpu_mem_usage: null
24
+ attn_implementation: null
25
+ cache_implementation: static
26
+ autocast_enabled: false
27
+ autocast_dtype: null
28
+ torch_compile: false
29
+ torch_compile_target: forward
30
+ torch_compile_config:
31
+ backend: inductor
32
+ mode: reduce-overhead
33
+ fullgraph: true
34
+ quantization_scheme: null
35
+ quantization_config: {}
36
+ deepspeed_inference: false
37
+ deepspeed_inference_config: {}
38
+ peft_type: null
39
+ peft_config: {}
40
+ scenario:
41
+ name: inference
42
+ _target_: optimum_benchmark.scenarios.inference.scenario.InferenceScenario
43
+ iterations: 2
44
+ duration: 0
45
+ warmup_runs: 10
46
+ input_shapes:
47
+ batch_size: 1
48
+ sequence_length: 7
49
+ new_tokens: null
50
+ latency: true
51
+ memory: true
52
+ energy: false
53
+ forward_kwargs: {}
54
+ generate_kwargs:
55
+ max_new_tokens: 1024
56
+ min_new_tokens: 1024
57
+ do_sample: false
58
+ call_kwargs: {}
59
+ launcher:
60
+ name: process
61
+ _target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher
62
+ device_isolation: true
63
+ device_isolation_action: warn
64
+ start_method: spawn
65
+ environment:
66
+ cpu: ' AMD EPYC 7R32'
67
+ cpu_count: 16
68
+ cpu_ram_mb: 66697.29792
69
+ system: Linux
70
+ machine: x86_64
71
+ platform: Linux-5.10.216-204.855.amzn2.x86_64-x86_64-with-glibc2.29
72
+ processor: x86_64
73
+ python_version: 3.8.10
74
+ gpu:
75
+ - NVIDIA A10G
76
+ gpu_count: 1
77
+ gpu_vram_mb: 24146608128
78
+ optimum_benchmark_version: 0.2.1
79
+ optimum_benchmark_commit: null
80
+ transformers_version: 4.42.0.dev0
81
+ transformers_commit: 7849058a025d5b391a2f377f73b21588ffa47eb8
82
+ accelerate_version: 0.31.0.dev0
83
+ accelerate_commit: null
84
+ diffusers_version: null
85
+ diffusers_commit: null
86
+ optimum_version: 1.21.0.dev0
87
+ optimum_commit: null
88
+ timm_version: 0.9.16
89
+ timm_commit: null
90
+ peft_version: 0.11.2.dev0
91
+ peft_commit: null
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/hydra.yaml ADDED
@@ -0,0 +1,141 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ hydra:
2
+ run:
3
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
4
+ sweep:
5
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8
6
+ subdir: ${hydra.job.override_dirname}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
9
+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
11
+ max_batch_size: null
12
+ params: null
13
+ help:
14
+ app_name: ${hydra.job.name}
15
+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ root:
71
+ level: ERROR
72
+ disable_existing_loggers: true
73
+ job_logging:
74
+ version: 1
75
+ root:
76
+ level: ERROR
77
+ disable_existing_loggers: true
78
+ env: {}
79
+ mode: MULTIRUN
80
+ searchpath: []
81
+ callbacks: {}
82
+ output_subdir: .hydra
83
+ overrides:
84
+ hydra:
85
+ - hydra/job_logging=disabled
86
+ - hydra/hydra_logging=disabled
87
+ - hydra.sweep.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8
88
+ - hydra.run.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
89
+ - hydra.mode=MULTIRUN
90
+ task:
91
+ - backend.model=google/gemma-2b
92
+ - backend.cache_implementation=static
93
+ - backend.torch_compile=False
94
+ job:
95
+ name: cli
96
+ chdir: true
97
+ override_dirname: backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False
98
+ id: '2'
99
+ num: 2
100
+ config_name: generation
101
+ env_set:
102
+ OVERRIDE_BENCHMARKS: '1'
103
+ LOG_LEVEL: WARN
104
+ env_copy: []
105
+ config:
106
+ override_dirname:
107
+ kv_sep: '='
108
+ item_sep: ','
109
+ exclude_keys: []
110
+ runtime:
111
+ version: 1.3.2
112
+ version_base: '1.3'
113
+ cwd: /transformers
114
+ config_sources:
115
+ - path: hydra.conf
116
+ schema: pkg
117
+ provider: hydra
118
+ - path: optimum_benchmark
119
+ schema: pkg
120
+ provider: main
121
+ - path: /transformers/benchmark/config
122
+ schema: file
123
+ provider: command-line
124
+ - path: ''
125
+ schema: structured
126
+ provider: schema
127
+ output_dir: /transformers/_benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False
128
+ choices:
129
+ backend: pytorch
130
+ launcher: process
131
+ scenario: inference
132
+ hydra/env: default
133
+ hydra/callbacks: null
134
+ hydra/job_logging: disabled
135
+ hydra/hydra_logging: disabled
136
+ hydra/hydra_help: default
137
+ hydra/help: default
138
+ hydra/sweeper: basic
139
+ hydra/launcher: basic
140
+ hydra/output: default
141
+ verbose: false
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/overrides.yaml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ - backend.model=google/gemma-2b
2
+ - backend.cache_implementation=static
3
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2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.log ADDED
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@@ -0,0 +1,141 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ hydra:
2
+ run:
3
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
4
+ sweep:
5
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8
6
+ subdir: ${hydra.job.override_dirname}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
9
+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
11
+ max_batch_size: null
12
+ params: null
13
+ help:
14
+ app_name: ${hydra.job.name}
15
+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ root:
71
+ level: ERROR
72
+ disable_existing_loggers: true
73
+ job_logging:
74
+ version: 1
75
+ root:
76
+ level: ERROR
77
+ disable_existing_loggers: true
78
+ env: {}
79
+ mode: MULTIRUN
80
+ searchpath: []
81
+ callbacks: {}
82
+ output_subdir: .hydra
83
+ overrides:
84
+ hydra:
85
+ - hydra/job_logging=disabled
86
+ - hydra/hydra_logging=disabled
87
+ - hydra.sweep.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8
88
+ - hydra.run.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
89
+ - hydra.mode=MULTIRUN
90
+ task:
91
+ - backend.model=google/gemma-2b
92
+ - backend.cache_implementation=static
93
+ - backend.torch_compile=True
94
+ job:
95
+ name: cli
96
+ chdir: true
97
+ override_dirname: backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True
98
+ id: '3'
99
+ num: 3
100
+ config_name: generation
101
+ env_set:
102
+ OVERRIDE_BENCHMARKS: '1'
103
+ LOG_LEVEL: WARN
104
+ env_copy: []
105
+ config:
106
+ override_dirname:
107
+ kv_sep: '='
108
+ item_sep: ','
109
+ exclude_keys: []
110
+ runtime:
111
+ version: 1.3.2
112
+ version_base: '1.3'
113
+ cwd: /transformers
114
+ config_sources:
115
+ - path: hydra.conf
116
+ schema: pkg
117
+ provider: hydra
118
+ - path: optimum_benchmark
119
+ schema: pkg
120
+ provider: main
121
+ - path: /transformers/benchmark/config
122
+ schema: file
123
+ provider: command-line
124
+ - path: ''
125
+ schema: structured
126
+ provider: schema
127
+ output_dir: /transformers/_benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True
128
+ choices:
129
+ backend: pytorch
130
+ launcher: process
131
+ scenario: inference
132
+ hydra/env: default
133
+ hydra/callbacks: null
134
+ hydra/job_logging: disabled
135
+ hydra/hydra_logging: disabled
136
+ hydra/hydra_help: default
137
+ hydra/help: default
138
+ hydra/sweeper: basic
139
+ hydra/launcher: basic
140
+ hydra/output: default
141
+ verbose: false
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/overrides.yaml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ - backend.model=google/gemma-2b
2
+ - backend.cache_implementation=static
3
+ - backend.torch_compile=True
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.log ADDED
@@ -0,0 +1 @@
 
 
1
+ [ISOLATED-PROCESS][2024-05-31 19:23:27,618][process][ERROR] - + Sending traceback to main process
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_config.json ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "pytorch_generate",
3
+ "backend": {
4
+ "name": "pytorch",
5
+ "version": "2.3.0+cu121",
6
+ "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
7
+ "task": "text-generation",
8
+ "library": "transformers",
9
+ "model": "google/gemma-2b",
10
+ "processor": "google/gemma-2b",
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+ "device": "cuda",
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+ "device_ids": "0",
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+ "seed": 42,
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+ "processor_kwargs": {},
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+ "device_map": null,
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+ "torch_dtype": "float16",
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+ "eval_mode": true,
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+ "to_bettertransformer": false,
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+ "attn_implementation": null,
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+ "cache_implementation": "static",
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+ "autocast_enabled": false,
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+ "autocast_dtype": null,
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+ "torch_compile": true,
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+ "torch_compile_target": "forward",
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+ "torch_compile_config": {
32
+ "backend": "inductor",
33
+ "mode": "reduce-overhead",
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+ "fullgraph": true
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+ },
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+ "quantization_scheme": null,
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+ "quantization_config": {},
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+ "deepspeed_inference": false,
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+ "deepspeed_inference_config": {},
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+ "peft_type": null,
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+ "peft_config": {}
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+ },
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+ "scenario": {
44
+ "name": "inference",
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+ "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
46
+ "iterations": 2,
47
+ "duration": 0,
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+ "warmup_runs": 10,
49
+ "input_shapes": {
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+ "do_sample": false
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+ },
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+ "call_kwargs": {}
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+ },
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+ "launcher": {
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+ "name": "process",
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+ "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
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+ "device_isolation": true,
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+ "device_isolation_action": "warn",
71
+ "start_method": "spawn"
72
+ },
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+ "environment": {
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+ "cpu": " AMD EPYC 7R32",
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+ "cpu_count": 16,
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+ "cpu_ram_mb": 66697.29792,
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+ "system": "Linux",
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+ "machine": "x86_64",
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+ "platform": "Linux-5.10.216-204.855.amzn2.x86_64-x86_64-with-glibc2.29",
80
+ "processor": "x86_64",
81
+ "python_version": "3.8.10",
82
+ "gpu": [
83
+ "NVIDIA A10G"
84
+ ],
85
+ "gpu_count": 1,
86
+ "gpu_vram_mb": 24146608128,
87
+ "optimum_benchmark_version": "0.2.1",
88
+ "optimum_benchmark_commit": null,
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+ "transformers_version": "4.42.0.dev0",
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+ "transformers_commit": "7849058a025d5b391a2f377f73b21588ffa47eb8",
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+ "accelerate_version": "0.31.0.dev0",
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+ "accelerate_commit": null,
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+ "diffusers_commit": null,
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+ "optimum_version": "1.21.0.dev0",
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+ "optimum_commit": null,
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+ "timm_version": "0.9.16",
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+ "timm_commit": null,
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+ "peft_version": "0.11.2.dev0",
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+ "peft_commit": null
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+ }
102
+ }
2024-05-31/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/multirun.yaml ADDED
@@ -0,0 +1,232 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ hydra:
2
+ run:
3
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
4
+ sweep:
5
+ dir: _benchmark/tmp14emnq4q/commit=7849058a025d5b391a2f377f73b21588ffa47eb8
6
+ subdir: ${hydra.job.override_dirname}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
9
+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
11
+ max_batch_size: null
12
+ params: null
13
+ help:
14
+ app_name: ${hydra.job.name}
15
+ header: '${hydra.help.app_name} is powered by Hydra.
16
+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
19
+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
44
+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
46
+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
70
+ root:
71
+ level: ERROR
72
+ disable_existing_loggers: true
73
+ job_logging:
74
+ version: 1
75
+ root:
76
+ level: ERROR
77
+ disable_existing_loggers: true
78
+ env: {}
79
+ mode: MULTIRUN
80
+ searchpath: []
81
+ callbacks: {}
82
+ output_subdir: .hydra
83
+ overrides:
84
+ hydra:
85
+ - hydra/job_logging=disabled
86
+ - hydra/hydra_logging=disabled
87
+ - hydra.sweep.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8
88
+ - hydra.run.dir=_benchmark/tmp14emnq4q/commit\=7849058a025d5b391a2f377f73b21588ffa47eb8/${hydra.job.override_dirname}
89
+ - hydra.mode=MULTIRUN
90
+ task:
91
+ - backend.model=google/gemma-2b
92
+ - backend.cache_implementation=null,static
93
+ - backend.torch_compile=false,true
94
+ job:
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+ name: cli
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+ chdir: true
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+ override_dirname: backend.cache_implementation=null,static,backend.model=google/gemma-2b,backend.torch_compile=false,true
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+ id: ???
99
+ num: ???
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+ config_name: generation
101
+ env_set:
102
+ OVERRIDE_BENCHMARKS: '1'
103
+ LOG_LEVEL: WARN
104
+ env_copy: []
105
+ config:
106
+ override_dirname:
107
+ kv_sep: '='
108
+ item_sep: ','
109
+ exclude_keys: []
110
+ runtime:
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+ version: 1.3.2
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+ version_base: '1.3'
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+ cwd: /transformers
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+ config_sources:
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+ - path: hydra.conf
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+ schema: pkg
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+ provider: hydra
118
+ - path: optimum_benchmark
119
+ schema: pkg
120
+ provider: main
121
+ - path: /transformers/benchmark/config
122
+ schema: file
123
+ provider: command-line
124
+ - path: ''
125
+ schema: structured
126
+ provider: schema
127
+ output_dir: ???
128
+ choices:
129
+ backend: pytorch
130
+ launcher: process
131
+ scenario: inference
132
+ hydra/env: default
133
+ hydra/callbacks: null
134
+ hydra/job_logging: disabled
135
+ hydra/hydra_logging: disabled
136
+ hydra/hydra_help: default
137
+ hydra/help: default
138
+ hydra/sweeper: basic
139
+ hydra/launcher: basic
140
+ hydra/output: default
141
+ verbose: false
142
+ name: pytorch_generate
143
+ backend:
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+ name: pytorch
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+ version: 2.3.0+cu121
146
+ _target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
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+ task: null
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+ library: null
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+ model: google/gemma-2b
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+ processor: null
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+ device: cuda
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+ device_ids: '0'
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+ seed: 42
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+ inter_op_num_threads: null
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+ intra_op_num_threads: null
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+ model_kwargs: {}
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+ processor_kwargs: {}
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+ hub_kwargs: {}
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+ no_weights: true
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+ device_map: null
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+ torch_dtype: float16
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+ eval_mode: true
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+ to_bettertransformer: false
164
+ low_cpu_mem_usage: null
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+ attn_implementation: null
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+ cache_implementation: static
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+ autocast_enabled: false
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+ autocast_dtype: null
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+ torch_compile: true
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+ torch_compile_target: forward
171
+ torch_compile_config:
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+ backend: inductor
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+ mode: reduce-overhead
174
+ fullgraph: true
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+ quantization_scheme: null
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+ quantization_config: {}
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+ deepspeed_inference: false
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+ deepspeed_inference_config: {}
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+ peft_type: null
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+ peft_config: {}
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+ scenario:
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+ name: inference
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+ _target_: optimum_benchmark.scenarios.inference.scenario.InferenceScenario
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+ iterations: 2
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+ duration: 0
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+ warmup_runs: 10
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+ input_shapes:
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+ batch_size: 1
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+ sequence_length: 7
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+ new_tokens: null
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+ latency: true
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+ memory: true
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+ energy: false
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+ forward_kwargs: {}
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+ generate_kwargs:
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+ max_new_tokens: 1024
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+ min_new_tokens: 1024
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+ do_sample: false
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+ call_kwargs: {}
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+ launcher:
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+ name: process
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+ _target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher
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+ device_isolation: true
204
+ device_isolation_action: warn
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+ start_method: spawn
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+ environment:
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+ cpu: ' AMD EPYC 7R32'
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+ cpu_count: 16
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+ cpu_ram_mb: 66697.29792
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+ system: Linux
211
+ machine: x86_64
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+ platform: Linux-5.10.216-204.855.amzn2.x86_64-x86_64-with-glibc2.29
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+ processor: x86_64
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+ python_version: 3.8.10
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+ gpu:
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+ - NVIDIA A10G
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+ gpu_count: 1
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+ gpu_vram_mb: 24146608128
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+ optimum_benchmark_version: 0.2.1
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+ optimum_benchmark_commit: null
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+ transformers_version: 4.42.0.dev0
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+ transformers_commit: 7849058a025d5b391a2f377f73b21588ffa47eb8
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+ accelerate_version: 0.31.0.dev0
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+ accelerate_commit: null
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+ optimum_version: 1.21.0.dev0
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+ optimum_commit: null
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+ timm_version: 0.9.16
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+ timm_commit: null
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2024-05-31/summaries.json CHANGED
@@ -1,41 +1,28 @@
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  [
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  {
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  "model": "google/gemma-2b",
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- "commit": "48681e6e5ef08e5af8b3feb5683f044321605f1f",
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  "config": "backend.cache_implementation=null,backend.torch_compile=False",
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  {
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  "model": "google/gemma-2b",
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- "commit": "48681e6e5ef08e5af8b3feb5683f044321605f1f",
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  "config": "backend.cache_implementation=static,backend.torch_compile=False",
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  "metrics": {
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- {
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- "model": "google/gemma-2b",
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- "commit": "48681e6e5ef08e5af8b3feb5683f044321605f1f",
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- "per_token.throughput.value": 81.17401146132258
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  }
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  }
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  ]
 
1
  [
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  {
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  "model": "google/gemma-2b",
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+ "commit": "7849058a025d5b391a2f377f73b21588ffa47eb8",
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  "config": "backend.cache_implementation=null,backend.torch_compile=False",
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2024-05-31/summary.json CHANGED
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