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Browse files- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/config.yaml +93 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/hydra.yaml +141 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/overrides.yaml +3 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.json +473 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.log +0 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_config.json +104 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_report.json +367 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/summary.json +13 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/config.yaml +93 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/hydra.yaml +141 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/overrides.yaml +3 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.log +2 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_config.json +104 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/config.yaml +93 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/hydra.yaml +141 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/overrides.yaml +3 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.json +473 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.log +0 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_config.json +104 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_report.json +367 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/summary.json +13 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/config.yaml +93 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/hydra.yaml +141 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/overrides.yaml +3 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.json +473 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.log +0 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_config.json +104 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_report.json +367 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/summary.json +13 -0
- 2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/multirun.yaml +234 -0
- 2024-09-12/summaries.json +41 -0
- 2024-09-12/summary.json +40 -0
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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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| 2 |
+
backend:
|
| 3 |
+
name: pytorch
|
| 4 |
+
version: 2.4.0+cu121
|
| 5 |
+
_target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
|
| 6 |
+
task: null
|
| 7 |
+
library: null
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| 8 |
+
model_type: null
|
| 9 |
+
model: google/gemma-2b
|
| 10 |
+
processor: null
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| 11 |
+
device: cuda
|
| 12 |
+
device_ids: '0'
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| 13 |
+
seed: 42
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| 14 |
+
inter_op_num_threads: null
|
| 15 |
+
intra_op_num_threads: null
|
| 16 |
+
model_kwargs: {}
|
| 17 |
+
processor_kwargs: {}
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| 18 |
+
no_weights: true
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| 19 |
+
device_map: null
|
| 20 |
+
torch_dtype: float16
|
| 21 |
+
eval_mode: true
|
| 22 |
+
to_bettertransformer: false
|
| 23 |
+
low_cpu_mem_usage: null
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| 24 |
+
attn_implementation: null
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| 25 |
+
cache_implementation: null
|
| 26 |
+
autocast_enabled: false
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| 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 |
+
memory: true
|
| 51 |
+
latency: true
|
| 52 |
+
energy: false
|
| 53 |
+
forward_kwargs: {}
|
| 54 |
+
generate_kwargs:
|
| 55 |
+
max_new_tokens: 128
|
| 56 |
+
min_new_tokens: 128
|
| 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 |
+
numactl: false
|
| 65 |
+
numactl_kwargs: {}
|
| 66 |
+
start_method: spawn
|
| 67 |
+
environment:
|
| 68 |
+
cpu: ' AMD EPYC 7R32'
|
| 69 |
+
cpu_count: 16
|
| 70 |
+
cpu_ram_mb: 66697.261056
|
| 71 |
+
system: Linux
|
| 72 |
+
machine: x86_64
|
| 73 |
+
platform: Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29
|
| 74 |
+
processor: x86_64
|
| 75 |
+
python_version: 3.8.10
|
| 76 |
+
gpu:
|
| 77 |
+
- NVIDIA A10G
|
| 78 |
+
gpu_count: 1
|
| 79 |
+
gpu_vram_mb: 24146608128
|
| 80 |
+
optimum_benchmark_version: 0.4.0
|
| 81 |
+
optimum_benchmark_commit: null
|
| 82 |
+
transformers_version: 4.45.0.dev0
|
| 83 |
+
transformers_commit: cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 84 |
+
accelerate_version: 0.35.0.dev0
|
| 85 |
+
accelerate_commit: null
|
| 86 |
+
diffusers_version: null
|
| 87 |
+
diffusers_commit: null
|
| 88 |
+
optimum_version: 1.23.0.dev0
|
| 89 |
+
optimum_commit: null
|
| 90 |
+
timm_version: 0.9.16
|
| 91 |
+
timm_commit: null
|
| 92 |
+
peft_version: 0.12.1.dev0
|
| 93 |
+
peft_commit: null
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/hydra.yaml
ADDED
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@@ -0,0 +1,141 @@
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| 1 |
+
hydra:
|
| 2 |
+
run:
|
| 3 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${hydra.job.override_dirname}
|
| 4 |
+
sweep:
|
| 5 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 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 |
+
$HYDRA_CONFIG_GROUPS
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
Use ''--cfg hydra'' to Show the Hydra config.
|
| 65 |
+
|
| 66 |
+
'
|
| 67 |
+
hydra_help: ???
|
| 68 |
+
hydra_logging:
|
| 69 |
+
version: 1
|
| 70 |
+
root:
|
| 71 |
+
level: ERROR
|
| 72 |
+
disable_existing_loggers: true
|
| 73 |
+
job_logging:
|
| 74 |
+
version: 1
|
| 75 |
+
root:
|
| 76 |
+
level: ERROR
|
| 77 |
+
disable_existing_loggers: true
|
| 78 |
+
env: {}
|
| 79 |
+
mode: MULTIRUN
|
| 80 |
+
searchpath: []
|
| 81 |
+
callbacks: {}
|
| 82 |
+
output_subdir: .hydra
|
| 83 |
+
overrides:
|
| 84 |
+
hydra:
|
| 85 |
+
- hydra/job_logging=disabled
|
| 86 |
+
- hydra/hydra_logging=disabled
|
| 87 |
+
- hydra.sweep.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 88 |
+
- hydra.run.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${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/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/overrides.yaml
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
|
| 1 |
+
- backend.model=google/gemma-2b
|
| 2 |
+
- backend.cache_implementation=null
|
| 3 |
+
- backend.torch_compile=False
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.json
ADDED
|
@@ -0,0 +1,473 @@
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|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"name": "pytorch_generate",
|
| 4 |
+
"backend": {
|
| 5 |
+
"name": "pytorch",
|
| 6 |
+
"version": "2.4.0+cu121",
|
| 7 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
+
"task": "text-generation",
|
| 9 |
+
"library": "transformers",
|
| 10 |
+
"model_type": "gemma",
|
| 11 |
+
"model": "google/gemma-2b",
|
| 12 |
+
"processor": "google/gemma-2b",
|
| 13 |
+
"device": "cuda",
|
| 14 |
+
"device_ids": "0",
|
| 15 |
+
"seed": 42,
|
| 16 |
+
"inter_op_num_threads": null,
|
| 17 |
+
"intra_op_num_threads": null,
|
| 18 |
+
"model_kwargs": {},
|
| 19 |
+
"processor_kwargs": {},
|
| 20 |
+
"no_weights": true,
|
| 21 |
+
"device_map": null,
|
| 22 |
+
"torch_dtype": "float16",
|
| 23 |
+
"eval_mode": true,
|
| 24 |
+
"to_bettertransformer": false,
|
| 25 |
+
"low_cpu_mem_usage": null,
|
| 26 |
+
"attn_implementation": null,
|
| 27 |
+
"cache_implementation": null,
|
| 28 |
+
"autocast_enabled": false,
|
| 29 |
+
"autocast_dtype": null,
|
| 30 |
+
"torch_compile": false,
|
| 31 |
+
"torch_compile_target": "forward",
|
| 32 |
+
"torch_compile_config": {
|
| 33 |
+
"backend": "inductor",
|
| 34 |
+
"mode": "reduce-overhead",
|
| 35 |
+
"fullgraph": true
|
| 36 |
+
},
|
| 37 |
+
"quantization_scheme": null,
|
| 38 |
+
"quantization_config": {},
|
| 39 |
+
"deepspeed_inference": false,
|
| 40 |
+
"deepspeed_inference_config": {},
|
| 41 |
+
"peft_type": null,
|
| 42 |
+
"peft_config": {}
|
| 43 |
+
},
|
| 44 |
+
"scenario": {
|
| 45 |
+
"name": "inference",
|
| 46 |
+
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
| 47 |
+
"iterations": 2,
|
| 48 |
+
"duration": 0,
|
| 49 |
+
"warmup_runs": 10,
|
| 50 |
+
"input_shapes": {
|
| 51 |
+
"batch_size": 1,
|
| 52 |
+
"num_choices": 2,
|
| 53 |
+
"sequence_length": 7
|
| 54 |
+
},
|
| 55 |
+
"new_tokens": null,
|
| 56 |
+
"memory": true,
|
| 57 |
+
"latency": true,
|
| 58 |
+
"energy": false,
|
| 59 |
+
"forward_kwargs": {},
|
| 60 |
+
"generate_kwargs": {
|
| 61 |
+
"max_new_tokens": 128,
|
| 62 |
+
"min_new_tokens": 128,
|
| 63 |
+
"do_sample": false
|
| 64 |
+
},
|
| 65 |
+
"call_kwargs": {}
|
| 66 |
+
},
|
| 67 |
+
"launcher": {
|
| 68 |
+
"name": "process",
|
| 69 |
+
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
| 70 |
+
"device_isolation": true,
|
| 71 |
+
"device_isolation_action": "warn",
|
| 72 |
+
"numactl": false,
|
| 73 |
+
"numactl_kwargs": {},
|
| 74 |
+
"start_method": "spawn"
|
| 75 |
+
},
|
| 76 |
+
"environment": {
|
| 77 |
+
"cpu": " AMD EPYC 7R32",
|
| 78 |
+
"cpu_count": 16,
|
| 79 |
+
"cpu_ram_mb": 66697.261056,
|
| 80 |
+
"system": "Linux",
|
| 81 |
+
"machine": "x86_64",
|
| 82 |
+
"platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29",
|
| 83 |
+
"processor": "x86_64",
|
| 84 |
+
"python_version": "3.8.10",
|
| 85 |
+
"gpu": [
|
| 86 |
+
"NVIDIA A10G"
|
| 87 |
+
],
|
| 88 |
+
"gpu_count": 1,
|
| 89 |
+
"gpu_vram_mb": 24146608128,
|
| 90 |
+
"optimum_benchmark_version": "0.4.0",
|
| 91 |
+
"optimum_benchmark_commit": null,
|
| 92 |
+
"transformers_version": "4.45.0.dev0",
|
| 93 |
+
"transformers_commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
|
| 94 |
+
"accelerate_version": "0.35.0.dev0",
|
| 95 |
+
"accelerate_commit": null,
|
| 96 |
+
"diffusers_version": null,
|
| 97 |
+
"diffusers_commit": null,
|
| 98 |
+
"optimum_version": "1.23.0.dev0",
|
| 99 |
+
"optimum_commit": null,
|
| 100 |
+
"timm_version": "0.9.16",
|
| 101 |
+
"timm_commit": null,
|
| 102 |
+
"peft_version": "0.12.1.dev0",
|
| 103 |
+
"peft_commit": null
|
| 104 |
+
}
|
| 105 |
+
},
|
| 106 |
+
"report": {
|
| 107 |
+
"load": {
|
| 108 |
+
"memory": {
|
| 109 |
+
"unit": "MB",
|
| 110 |
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"max_ram": 1333.297152,
|
| 111 |
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"max_global_vram": 6775.373824,
|
| 112 |
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"max_process_vram": 0.0,
|
| 113 |
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"max_reserved": 6138.363904,
|
| 114 |
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"max_allocated": 6060.931072
|
| 115 |
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},
|
| 116 |
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"latency": {
|
| 117 |
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"unit": "s",
|
| 118 |
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"count": 1,
|
| 119 |
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"total": 11.5092490234375,
|
| 120 |
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.log
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File without changes
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_config.json
ADDED
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@@ -0,0 +1,104 @@
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| 1 |
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{
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| 2 |
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"name": "pytorch_generate",
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| 3 |
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"backend": {
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| 4 |
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"name": "pytorch",
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| 5 |
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"version": "2.4.0+cu121",
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| 6 |
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"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
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| 7 |
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"task": "text-generation",
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| 8 |
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"library": "transformers",
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| 9 |
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"model_type": "gemma",
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| 10 |
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"model": "google/gemma-2b",
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| 11 |
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"processor": "google/gemma-2b",
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| 12 |
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"device": "cuda",
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| 13 |
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"device_ids": "0",
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| 14 |
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"seed": 42,
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| 15 |
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"inter_op_num_threads": null,
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| 16 |
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"intra_op_num_threads": null,
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| 17 |
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"model_kwargs": {},
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| 18 |
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"processor_kwargs": {},
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| 19 |
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"no_weights": true,
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| 20 |
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"device_map": null,
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| 21 |
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"torch_dtype": "float16",
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| 22 |
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"eval_mode": true,
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| 23 |
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"to_bettertransformer": false,
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| 24 |
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"low_cpu_mem_usage": null,
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| 25 |
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"attn_implementation": null,
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| 26 |
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"cache_implementation": null,
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| 27 |
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"autocast_enabled": false,
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| 28 |
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"autocast_dtype": null,
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| 29 |
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"torch_compile": false,
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| 30 |
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"torch_compile_target": "forward",
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| 31 |
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"torch_compile_config": {
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| 32 |
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"backend": "inductor",
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| 33 |
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"mode": "reduce-overhead",
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| 34 |
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"fullgraph": true
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| 35 |
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},
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| 36 |
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"quantization_scheme": null,
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| 37 |
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"quantization_config": {},
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| 38 |
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"deepspeed_inference": false,
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| 39 |
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"deepspeed_inference_config": {},
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| 40 |
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"peft_type": null,
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| 41 |
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"peft_config": {}
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| 42 |
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},
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| 43 |
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"scenario": {
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| 44 |
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"name": "inference",
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| 45 |
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"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
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| 46 |
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"iterations": 2,
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| 47 |
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"duration": 0,
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| 48 |
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"warmup_runs": 10,
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| 49 |
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"input_shapes": {
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| 50 |
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"batch_size": 1,
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| 51 |
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"num_choices": 2,
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| 52 |
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"sequence_length": 7
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| 53 |
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},
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| 54 |
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"new_tokens": null,
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| 55 |
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"memory": true,
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| 56 |
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"latency": true,
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| 57 |
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"energy": false,
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| 58 |
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"forward_kwargs": {},
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| 59 |
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"generate_kwargs": {
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| 60 |
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"max_new_tokens": 128,
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| 61 |
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"min_new_tokens": 128,
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| 62 |
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"do_sample": false
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| 63 |
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},
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| 64 |
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"call_kwargs": {}
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| 65 |
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},
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| 66 |
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"launcher": {
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| 67 |
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"name": "process",
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| 68 |
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"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
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| 69 |
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"device_isolation": true,
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| 70 |
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"device_isolation_action": "warn",
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| 71 |
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"numactl": false,
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| 72 |
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"numactl_kwargs": {},
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| 73 |
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"start_method": "spawn"
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| 74 |
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},
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| 75 |
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"environment": {
|
| 76 |
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"cpu": " AMD EPYC 7R32",
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| 77 |
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"cpu_count": 16,
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| 78 |
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"cpu_ram_mb": 66697.261056,
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| 79 |
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"system": "Linux",
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| 80 |
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"machine": "x86_64",
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| 81 |
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"platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29",
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| 82 |
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"processor": "x86_64",
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| 83 |
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"python_version": "3.8.10",
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| 84 |
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"gpu": [
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| 85 |
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"NVIDIA A10G"
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| 86 |
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],
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| 87 |
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"gpu_count": 1,
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| 88 |
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"gpu_vram_mb": 24146608128,
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| 89 |
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"optimum_benchmark_version": "0.4.0",
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| 90 |
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"optimum_benchmark_commit": null,
|
| 91 |
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"transformers_version": "4.45.0.dev0",
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| 92 |
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"transformers_commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
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| 93 |
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"accelerate_version": "0.35.0.dev0",
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| 94 |
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"accelerate_commit": null,
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| 95 |
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"diffusers_version": null,
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| 96 |
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"diffusers_commit": null,
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| 97 |
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"optimum_version": "1.23.0.dev0",
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| 98 |
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"optimum_commit": null,
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| 99 |
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"timm_version": "0.9.16",
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| 100 |
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"timm_commit": null,
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| 101 |
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"peft_version": "0.12.1.dev0",
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| 102 |
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"peft_commit": null
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| 103 |
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}
|
| 104 |
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}
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_report.json
ADDED
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@@ -0,0 +1,367 @@
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| 1 |
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{
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| 2 |
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"load": {
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| 3 |
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"unit": "MB",
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"p50": 11.5092490234375,
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"p99": 11.5092490234375,
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"values": [
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]
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},
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"throughput": null,
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"energy": null,
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"efficiency": null
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| 28 |
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},
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"prefill": {
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"unit": "MB",
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},
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"latency": {
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"unit": "s",
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"count": 2,
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"total": 0.04193267250061035,
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"mean": 0.020966336250305175,
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"stdev": 5.606365203857447e-05,
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"p50": 0.020966336250305175,
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"p90": 0.021011187171936035,
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"p95": 0.02101679353713989,
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"p99": 0.02102127862930298,
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"values": [
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]
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},
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"throughput": {
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| 54 |
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"unit": "tokens/s",
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| 55 |
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"value": 333.8685365163936
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},
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| 57 |
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"energy": null,
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"efficiency": null
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| 59 |
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},
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| 60 |
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"decode": {
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| 61 |
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"memory": {
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| 62 |
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"unit": "MB",
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"max_ram": 1834.962944,
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"latency": {
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"unit": "s",
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"count": 2,
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"total": 5.006701904296875,
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"mean": 2.5033509521484376,
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=False/summary.json
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/config.yaml
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
| 1 |
+
name: pytorch_generate
|
| 2 |
+
backend:
|
| 3 |
+
name: pytorch
|
| 4 |
+
version: 2.4.0+cu121
|
| 5 |
+
_target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
|
| 6 |
+
task: null
|
| 7 |
+
library: null
|
| 8 |
+
model_type: null
|
| 9 |
+
model: google/gemma-2b
|
| 10 |
+
processor: null
|
| 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 |
+
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: null
|
| 26 |
+
autocast_enabled: false
|
| 27 |
+
autocast_dtype: null
|
| 28 |
+
torch_compile: true
|
| 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 |
+
memory: true
|
| 51 |
+
latency: true
|
| 52 |
+
energy: false
|
| 53 |
+
forward_kwargs: {}
|
| 54 |
+
generate_kwargs:
|
| 55 |
+
max_new_tokens: 128
|
| 56 |
+
min_new_tokens: 128
|
| 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 |
+
numactl: false
|
| 65 |
+
numactl_kwargs: {}
|
| 66 |
+
start_method: spawn
|
| 67 |
+
environment:
|
| 68 |
+
cpu: ' AMD EPYC 7R32'
|
| 69 |
+
cpu_count: 16
|
| 70 |
+
cpu_ram_mb: 66697.261056
|
| 71 |
+
system: Linux
|
| 72 |
+
machine: x86_64
|
| 73 |
+
platform: Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29
|
| 74 |
+
processor: x86_64
|
| 75 |
+
python_version: 3.8.10
|
| 76 |
+
gpu:
|
| 77 |
+
- NVIDIA A10G
|
| 78 |
+
gpu_count: 1
|
| 79 |
+
gpu_vram_mb: 24146608128
|
| 80 |
+
optimum_benchmark_version: 0.4.0
|
| 81 |
+
optimum_benchmark_commit: null
|
| 82 |
+
transformers_version: 4.45.0.dev0
|
| 83 |
+
transformers_commit: cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 84 |
+
accelerate_version: 0.35.0.dev0
|
| 85 |
+
accelerate_commit: null
|
| 86 |
+
diffusers_version: null
|
| 87 |
+
diffusers_commit: null
|
| 88 |
+
optimum_version: 1.23.0.dev0
|
| 89 |
+
optimum_commit: null
|
| 90 |
+
timm_version: 0.9.16
|
| 91 |
+
timm_commit: null
|
| 92 |
+
peft_version: 0.12.1.dev0
|
| 93 |
+
peft_commit: null
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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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|
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|
|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
hydra:
|
| 2 |
+
run:
|
| 3 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${hydra.job.override_dirname}
|
| 4 |
+
sweep:
|
| 5 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 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 |
+
$HYDRA_CONFIG_GROUPS
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
Use ''--cfg hydra'' to Show the Hydra config.
|
| 65 |
+
|
| 66 |
+
'
|
| 67 |
+
hydra_help: ???
|
| 68 |
+
hydra_logging:
|
| 69 |
+
version: 1
|
| 70 |
+
root:
|
| 71 |
+
level: ERROR
|
| 72 |
+
disable_existing_loggers: true
|
| 73 |
+
job_logging:
|
| 74 |
+
version: 1
|
| 75 |
+
root:
|
| 76 |
+
level: ERROR
|
| 77 |
+
disable_existing_loggers: true
|
| 78 |
+
env: {}
|
| 79 |
+
mode: MULTIRUN
|
| 80 |
+
searchpath: []
|
| 81 |
+
callbacks: {}
|
| 82 |
+
output_subdir: .hydra
|
| 83 |
+
overrides:
|
| 84 |
+
hydra:
|
| 85 |
+
- hydra/job_logging=disabled
|
| 86 |
+
- hydra/hydra_logging=disabled
|
| 87 |
+
- hydra.sweep.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 88 |
+
- hydra.run.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${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/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.log
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[ISOLATED-PROCESS][[36m2024-09-12 02:41:03,004[0m][[34mprocess[0m][[31mERROR[0m] - + Sending traceback to main process[0m
|
| 2 |
+
[MAIN-PROCESS][[36m2024-09-12 02:41:05,469[0m][[34mprocess[0m][[31mERROR[0m] - + Received traceback from isolated process[0m
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=null,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_config.json
ADDED
|
@@ -0,0 +1,104 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "pytorch_generate",
|
| 3 |
+
"backend": {
|
| 4 |
+
"name": "pytorch",
|
| 5 |
+
"version": "2.4.0+cu121",
|
| 6 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 7 |
+
"task": "text-generation",
|
| 8 |
+
"library": "transformers",
|
| 9 |
+
"model_type": "gemma",
|
| 10 |
+
"model": "google/gemma-2b",
|
| 11 |
+
"processor": "google/gemma-2b",
|
| 12 |
+
"device": "cuda",
|
| 13 |
+
"device_ids": "0",
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"inter_op_num_threads": null,
|
| 16 |
+
"intra_op_num_threads": null,
|
| 17 |
+
"model_kwargs": {},
|
| 18 |
+
"processor_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 |
+
"memory": true,
|
| 56 |
+
"latency": true,
|
| 57 |
+
"energy": false,
|
| 58 |
+
"forward_kwargs": {},
|
| 59 |
+
"generate_kwargs": {
|
| 60 |
+
"max_new_tokens": 128,
|
| 61 |
+
"min_new_tokens": 128,
|
| 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 |
+
"numactl": false,
|
| 72 |
+
"numactl_kwargs": {},
|
| 73 |
+
"start_method": "spawn"
|
| 74 |
+
},
|
| 75 |
+
"environment": {
|
| 76 |
+
"cpu": " AMD EPYC 7R32",
|
| 77 |
+
"cpu_count": 16,
|
| 78 |
+
"cpu_ram_mb": 66697.261056,
|
| 79 |
+
"system": "Linux",
|
| 80 |
+
"machine": "x86_64",
|
| 81 |
+
"platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29",
|
| 82 |
+
"processor": "x86_64",
|
| 83 |
+
"python_version": "3.8.10",
|
| 84 |
+
"gpu": [
|
| 85 |
+
"NVIDIA A10G"
|
| 86 |
+
],
|
| 87 |
+
"gpu_count": 1,
|
| 88 |
+
"gpu_vram_mb": 24146608128,
|
| 89 |
+
"optimum_benchmark_version": "0.4.0",
|
| 90 |
+
"optimum_benchmark_commit": null,
|
| 91 |
+
"transformers_version": "4.45.0.dev0",
|
| 92 |
+
"transformers_commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
|
| 93 |
+
"accelerate_version": "0.35.0.dev0",
|
| 94 |
+
"accelerate_commit": null,
|
| 95 |
+
"diffusers_version": null,
|
| 96 |
+
"diffusers_commit": null,
|
| 97 |
+
"optimum_version": "1.23.0.dev0",
|
| 98 |
+
"optimum_commit": null,
|
| 99 |
+
"timm_version": "0.9.16",
|
| 100 |
+
"timm_commit": null,
|
| 101 |
+
"peft_version": "0.12.1.dev0",
|
| 102 |
+
"peft_commit": null
|
| 103 |
+
}
|
| 104 |
+
}
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/config.yaml
ADDED
|
@@ -0,0 +1,93 @@
|
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|
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|
|
| 1 |
+
name: pytorch_generate
|
| 2 |
+
backend:
|
| 3 |
+
name: pytorch
|
| 4 |
+
version: 2.4.0+cu121
|
| 5 |
+
_target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
|
| 6 |
+
task: null
|
| 7 |
+
library: null
|
| 8 |
+
model_type: null
|
| 9 |
+
model: google/gemma-2b
|
| 10 |
+
processor: null
|
| 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 |
+
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 |
+
memory: true
|
| 51 |
+
latency: true
|
| 52 |
+
energy: false
|
| 53 |
+
forward_kwargs: {}
|
| 54 |
+
generate_kwargs:
|
| 55 |
+
max_new_tokens: 128
|
| 56 |
+
min_new_tokens: 128
|
| 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 |
+
numactl: false
|
| 65 |
+
numactl_kwargs: {}
|
| 66 |
+
start_method: spawn
|
| 67 |
+
environment:
|
| 68 |
+
cpu: ' AMD EPYC 7R32'
|
| 69 |
+
cpu_count: 16
|
| 70 |
+
cpu_ram_mb: 66697.261056
|
| 71 |
+
system: Linux
|
| 72 |
+
machine: x86_64
|
| 73 |
+
platform: Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29
|
| 74 |
+
processor: x86_64
|
| 75 |
+
python_version: 3.8.10
|
| 76 |
+
gpu:
|
| 77 |
+
- NVIDIA A10G
|
| 78 |
+
gpu_count: 1
|
| 79 |
+
gpu_vram_mb: 24146608128
|
| 80 |
+
optimum_benchmark_version: 0.4.0
|
| 81 |
+
optimum_benchmark_commit: null
|
| 82 |
+
transformers_version: 4.45.0.dev0
|
| 83 |
+
transformers_commit: cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 84 |
+
accelerate_version: 0.35.0.dev0
|
| 85 |
+
accelerate_commit: null
|
| 86 |
+
diffusers_version: null
|
| 87 |
+
diffusers_commit: null
|
| 88 |
+
optimum_version: 1.23.0.dev0
|
| 89 |
+
optimum_commit: null
|
| 90 |
+
timm_version: 0.9.16
|
| 91 |
+
timm_commit: null
|
| 92 |
+
peft_version: 0.12.1.dev0
|
| 93 |
+
peft_commit: null
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/hydra.yaml
ADDED
|
@@ -0,0 +1,141 @@
|
|
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|
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|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
|
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|
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|
|
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|
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|
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|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
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|
|
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|
|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
hydra:
|
| 2 |
+
run:
|
| 3 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${hydra.job.override_dirname}
|
| 4 |
+
sweep:
|
| 5 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 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 |
+
$HYDRA_CONFIG_GROUPS
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
Use ''--cfg hydra'' to Show the Hydra config.
|
| 65 |
+
|
| 66 |
+
'
|
| 67 |
+
hydra_help: ???
|
| 68 |
+
hydra_logging:
|
| 69 |
+
version: 1
|
| 70 |
+
root:
|
| 71 |
+
level: ERROR
|
| 72 |
+
disable_existing_loggers: true
|
| 73 |
+
job_logging:
|
| 74 |
+
version: 1
|
| 75 |
+
root:
|
| 76 |
+
level: ERROR
|
| 77 |
+
disable_existing_loggers: true
|
| 78 |
+
env: {}
|
| 79 |
+
mode: MULTIRUN
|
| 80 |
+
searchpath: []
|
| 81 |
+
callbacks: {}
|
| 82 |
+
output_subdir: .hydra
|
| 83 |
+
overrides:
|
| 84 |
+
hydra:
|
| 85 |
+
- hydra/job_logging=disabled
|
| 86 |
+
- hydra/hydra_logging=disabled
|
| 87 |
+
- hydra.sweep.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 88 |
+
- hydra.run.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${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/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/.hydra/overrides.yaml
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
- backend.model=google/gemma-2b
|
| 2 |
+
- backend.cache_implementation=static
|
| 3 |
+
- backend.torch_compile=False
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.json
ADDED
|
@@ -0,0 +1,473 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"name": "pytorch_generate",
|
| 4 |
+
"backend": {
|
| 5 |
+
"name": "pytorch",
|
| 6 |
+
"version": "2.4.0+cu121",
|
| 7 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
+
"task": "text-generation",
|
| 9 |
+
"library": "transformers",
|
| 10 |
+
"model_type": "gemma",
|
| 11 |
+
"model": "google/gemma-2b",
|
| 12 |
+
"processor": "google/gemma-2b",
|
| 13 |
+
"device": "cuda",
|
| 14 |
+
"device_ids": "0",
|
| 15 |
+
"seed": 42,
|
| 16 |
+
"inter_op_num_threads": null,
|
| 17 |
+
"intra_op_num_threads": null,
|
| 18 |
+
"model_kwargs": {},
|
| 19 |
+
"processor_kwargs": {},
|
| 20 |
+
"no_weights": true,
|
| 21 |
+
"device_map": null,
|
| 22 |
+
"torch_dtype": "float16",
|
| 23 |
+
"eval_mode": true,
|
| 24 |
+
"to_bettertransformer": false,
|
| 25 |
+
"low_cpu_mem_usage": null,
|
| 26 |
+
"attn_implementation": null,
|
| 27 |
+
"cache_implementation": "static",
|
| 28 |
+
"autocast_enabled": false,
|
| 29 |
+
"autocast_dtype": null,
|
| 30 |
+
"torch_compile": false,
|
| 31 |
+
"torch_compile_target": "forward",
|
| 32 |
+
"torch_compile_config": {
|
| 33 |
+
"backend": "inductor",
|
| 34 |
+
"mode": "reduce-overhead",
|
| 35 |
+
"fullgraph": true
|
| 36 |
+
},
|
| 37 |
+
"quantization_scheme": null,
|
| 38 |
+
"quantization_config": {},
|
| 39 |
+
"deepspeed_inference": false,
|
| 40 |
+
"deepspeed_inference_config": {},
|
| 41 |
+
"peft_type": null,
|
| 42 |
+
"peft_config": {}
|
| 43 |
+
},
|
| 44 |
+
"scenario": {
|
| 45 |
+
"name": "inference",
|
| 46 |
+
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
| 47 |
+
"iterations": 2,
|
| 48 |
+
"duration": 0,
|
| 49 |
+
"warmup_runs": 10,
|
| 50 |
+
"input_shapes": {
|
| 51 |
+
"batch_size": 1,
|
| 52 |
+
"num_choices": 2,
|
| 53 |
+
"sequence_length": 7
|
| 54 |
+
},
|
| 55 |
+
"new_tokens": null,
|
| 56 |
+
"memory": true,
|
| 57 |
+
"latency": true,
|
| 58 |
+
"energy": false,
|
| 59 |
+
"forward_kwargs": {},
|
| 60 |
+
"generate_kwargs": {
|
| 61 |
+
"max_new_tokens": 128,
|
| 62 |
+
"min_new_tokens": 128,
|
| 63 |
+
"do_sample": false
|
| 64 |
+
},
|
| 65 |
+
"call_kwargs": {}
|
| 66 |
+
},
|
| 67 |
+
"launcher": {
|
| 68 |
+
"name": "process",
|
| 69 |
+
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
| 70 |
+
"device_isolation": true,
|
| 71 |
+
"device_isolation_action": "warn",
|
| 72 |
+
"numactl": false,
|
| 73 |
+
"numactl_kwargs": {},
|
| 74 |
+
"start_method": "spawn"
|
| 75 |
+
},
|
| 76 |
+
"environment": {
|
| 77 |
+
"cpu": " AMD EPYC 7R32",
|
| 78 |
+
"cpu_count": 16,
|
| 79 |
+
"cpu_ram_mb": 66697.261056,
|
| 80 |
+
"system": "Linux",
|
| 81 |
+
"machine": "x86_64",
|
| 82 |
+
"platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29",
|
| 83 |
+
"processor": "x86_64",
|
| 84 |
+
"python_version": "3.8.10",
|
| 85 |
+
"gpu": [
|
| 86 |
+
"NVIDIA A10G"
|
| 87 |
+
],
|
| 88 |
+
"gpu_count": 1,
|
| 89 |
+
"gpu_vram_mb": 24146608128,
|
| 90 |
+
"optimum_benchmark_version": "0.4.0",
|
| 91 |
+
"optimum_benchmark_commit": null,
|
| 92 |
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"transformers_version": "4.45.0.dev0",
|
| 93 |
+
"transformers_commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
|
| 94 |
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"accelerate_version": "0.35.0.dev0",
|
| 95 |
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"accelerate_commit": null,
|
| 96 |
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"diffusers_version": null,
|
| 97 |
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"diffusers_commit": null,
|
| 98 |
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"optimum_version": "1.23.0.dev0",
|
| 99 |
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"optimum_commit": null,
|
| 100 |
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"timm_version": "0.9.16",
|
| 101 |
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"timm_commit": null,
|
| 102 |
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"peft_version": "0.12.1.dev0",
|
| 103 |
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"peft_commit": null
|
| 104 |
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}
|
| 105 |
+
},
|
| 106 |
+
"report": {
|
| 107 |
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"load": {
|
| 108 |
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"memory": {
|
| 109 |
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"unit": "MB",
|
| 110 |
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"max_ram": 1334.45632,
|
| 111 |
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"max_global_vram": 6775.373824,
|
| 112 |
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"max_process_vram": 0.0,
|
| 113 |
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"max_reserved": 6138.363904,
|
| 114 |
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"max_allocated": 6060.931072
|
| 115 |
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},
|
| 116 |
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"latency": {
|
| 117 |
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"unit": "s",
|
| 118 |
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"count": 1,
|
| 119 |
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"total": 11.4699326171875,
|
| 120 |
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"mean": 11.4699326171875,
|
| 121 |
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"stdev": 0.0,
|
| 122 |
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"p50": 11.4699326171875,
|
| 123 |
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"p90": 11.4699326171875,
|
| 124 |
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"p95": 11.4699326171875,
|
| 125 |
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"p99": 11.4699326171875,
|
| 126 |
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"values": [
|
| 127 |
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|
| 128 |
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]
|
| 129 |
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},
|
| 130 |
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"throughput": null,
|
| 131 |
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"energy": null,
|
| 132 |
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"efficiency": null
|
| 133 |
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},
|
| 134 |
+
"prefill": {
|
| 135 |
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"memory": {
|
| 136 |
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"unit": "MB",
|
| 137 |
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"max_ram": 1807.03232,
|
| 138 |
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"max_global_vram": 6796.345344,
|
| 139 |
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"max_process_vram": 0.0,
|
| 140 |
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"max_reserved": 6142.558208,
|
| 141 |
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"max_allocated": 5028.450816
|
| 142 |
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},
|
| 143 |
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"latency": {
|
| 144 |
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"unit": "s",
|
| 145 |
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"count": 2,
|
| 146 |
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"total": 0.04457372856140136,
|
| 147 |
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"mean": 0.02228686428070068,
|
| 148 |
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"stdev": 4.47835922241218e-05,
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark.log
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File without changes
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_config.json
ADDED
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| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/benchmark_report.json
ADDED
|
@@ -0,0 +1,367 @@
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=False/summary.json
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{
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/config.yaml
ADDED
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name: pytorch_generate
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device_map: null
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torch_dtype: float16
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cache_implementation: static
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torch_compile: true
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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 |
+
memory: true
|
| 51 |
+
latency: true
|
| 52 |
+
energy: false
|
| 53 |
+
forward_kwargs: {}
|
| 54 |
+
generate_kwargs:
|
| 55 |
+
max_new_tokens: 128
|
| 56 |
+
min_new_tokens: 128
|
| 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 |
+
numactl: false
|
| 65 |
+
numactl_kwargs: {}
|
| 66 |
+
start_method: spawn
|
| 67 |
+
environment:
|
| 68 |
+
cpu: ' AMD EPYC 7R32'
|
| 69 |
+
cpu_count: 16
|
| 70 |
+
cpu_ram_mb: 66697.261056
|
| 71 |
+
system: Linux
|
| 72 |
+
machine: x86_64
|
| 73 |
+
platform: Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29
|
| 74 |
+
processor: x86_64
|
| 75 |
+
python_version: 3.8.10
|
| 76 |
+
gpu:
|
| 77 |
+
- NVIDIA A10G
|
| 78 |
+
gpu_count: 1
|
| 79 |
+
gpu_vram_mb: 24146608128
|
| 80 |
+
optimum_benchmark_version: 0.4.0
|
| 81 |
+
optimum_benchmark_commit: null
|
| 82 |
+
transformers_version: 4.45.0.dev0
|
| 83 |
+
transformers_commit: cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 84 |
+
accelerate_version: 0.35.0.dev0
|
| 85 |
+
accelerate_commit: null
|
| 86 |
+
diffusers_version: null
|
| 87 |
+
diffusers_commit: null
|
| 88 |
+
optimum_version: 1.23.0.dev0
|
| 89 |
+
optimum_commit: null
|
| 90 |
+
timm_version: 0.9.16
|
| 91 |
+
timm_commit: null
|
| 92 |
+
peft_version: 0.12.1.dev0
|
| 93 |
+
peft_commit: null
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/.hydra/hydra.yaml
ADDED
|
@@ -0,0 +1,141 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
hydra:
|
| 2 |
+
run:
|
| 3 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${hydra.job.override_dirname}
|
| 4 |
+
sweep:
|
| 5 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 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 |
+
$HYDRA_CONFIG_GROUPS
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
Use ''--cfg hydra'' to Show the Hydra config.
|
| 65 |
+
|
| 66 |
+
'
|
| 67 |
+
hydra_help: ???
|
| 68 |
+
hydra_logging:
|
| 69 |
+
version: 1
|
| 70 |
+
root:
|
| 71 |
+
level: ERROR
|
| 72 |
+
disable_existing_loggers: true
|
| 73 |
+
job_logging:
|
| 74 |
+
version: 1
|
| 75 |
+
root:
|
| 76 |
+
level: ERROR
|
| 77 |
+
disable_existing_loggers: true
|
| 78 |
+
env: {}
|
| 79 |
+
mode: MULTIRUN
|
| 80 |
+
searchpath: []
|
| 81 |
+
callbacks: {}
|
| 82 |
+
output_subdir: .hydra
|
| 83 |
+
overrides:
|
| 84 |
+
hydra:
|
| 85 |
+
- hydra/job_logging=disabled
|
| 86 |
+
- hydra/hydra_logging=disabled
|
| 87 |
+
- hydra.sweep.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 88 |
+
- hydra.run.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${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/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/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
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.json
ADDED
|
@@ -0,0 +1,473 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark.log
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_config.json
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2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/benchmark_report.json
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|
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0.012305407524108887,
|
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0.012285951614379884,
|
| 347 |
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0.012291071891784668,
|
| 348 |
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0.012299263954162597,
|
| 349 |
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0.012279808044433594,
|
| 350 |
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0.012957695960998536,
|
| 351 |
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0.012741632461547851,
|
| 352 |
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0.01232588768005371,
|
| 353 |
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0.012285951614379884,
|
| 354 |
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0.012294143676757812,
|
| 355 |
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0.012329983711242675,
|
| 356 |
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0.012790783882141114,
|
| 357 |
+
0.01254911994934082
|
| 358 |
+
]
|
| 359 |
+
},
|
| 360 |
+
"throughput": {
|
| 361 |
+
"unit": "tokens/s",
|
| 362 |
+
"value": 81.20833367031875
|
| 363 |
+
},
|
| 364 |
+
"energy": null,
|
| 365 |
+
"efficiency": null
|
| 366 |
+
}
|
| 367 |
+
}
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/backend.cache_implementation=static,backend.model=google/gemma-2b,backend.torch_compile=True/summary.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "google/gemma-2b",
|
| 3 |
+
"commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
|
| 4 |
+
"config": "backend.cache_implementation=static,backend.torch_compile=True",
|
| 5 |
+
"metrics": {
|
| 6 |
+
"prefill.latency.mean": 0.014213151931762695,
|
| 7 |
+
"prefill.throughput.value": 492.501595255365,
|
| 8 |
+
"decode.latency.mean": 1.5640379028320313,
|
| 9 |
+
"decode.throughput.value": 81.20007818866719,
|
| 10 |
+
"per_token.latency.mean": 0.01231400713207215,
|
| 11 |
+
"per_token.throughput.value": 81.20833367031875
|
| 12 |
+
}
|
| 13 |
+
}
|
2024-09-12/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/multirun.yaml
ADDED
|
@@ -0,0 +1,234 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
hydra:
|
| 2 |
+
run:
|
| 3 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${hydra.job.override_dirname}
|
| 4 |
+
sweep:
|
| 5 |
+
dir: _benchmark/tmpa402z03o/commit=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 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 |
+
$HYDRA_CONFIG_GROUPS
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
Use ''--cfg hydra'' to Show the Hydra config.
|
| 65 |
+
|
| 66 |
+
'
|
| 67 |
+
hydra_help: ???
|
| 68 |
+
hydra_logging:
|
| 69 |
+
version: 1
|
| 70 |
+
root:
|
| 71 |
+
level: ERROR
|
| 72 |
+
disable_existing_loggers: true
|
| 73 |
+
job_logging:
|
| 74 |
+
version: 1
|
| 75 |
+
root:
|
| 76 |
+
level: ERROR
|
| 77 |
+
disable_existing_loggers: true
|
| 78 |
+
env: {}
|
| 79 |
+
mode: MULTIRUN
|
| 80 |
+
searchpath: []
|
| 81 |
+
callbacks: {}
|
| 82 |
+
output_subdir: .hydra
|
| 83 |
+
overrides:
|
| 84 |
+
hydra:
|
| 85 |
+
- hydra/job_logging=disabled
|
| 86 |
+
- hydra/hydra_logging=disabled
|
| 87 |
+
- hydra.sweep.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 88 |
+
- hydra.run.dir=_benchmark/tmpa402z03o/commit\=cea9ec086a14da1320940c5e48d7bd5dbcf32734/${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:
|
| 95 |
+
name: cli
|
| 96 |
+
chdir: true
|
| 97 |
+
override_dirname: backend.cache_implementation=null,static,backend.model=google/gemma-2b,backend.torch_compile=false,true
|
| 98 |
+
id: ???
|
| 99 |
+
num: ???
|
| 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: ???
|
| 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:
|
| 144 |
+
name: pytorch
|
| 145 |
+
version: 2.4.0+cu121
|
| 146 |
+
_target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
|
| 147 |
+
task: null
|
| 148 |
+
library: null
|
| 149 |
+
model_type: null
|
| 150 |
+
model: google/gemma-2b
|
| 151 |
+
processor: null
|
| 152 |
+
device: cuda
|
| 153 |
+
device_ids: '0'
|
| 154 |
+
seed: 42
|
| 155 |
+
inter_op_num_threads: null
|
| 156 |
+
intra_op_num_threads: null
|
| 157 |
+
model_kwargs: {}
|
| 158 |
+
processor_kwargs: {}
|
| 159 |
+
no_weights: true
|
| 160 |
+
device_map: null
|
| 161 |
+
torch_dtype: float16
|
| 162 |
+
eval_mode: true
|
| 163 |
+
to_bettertransformer: false
|
| 164 |
+
low_cpu_mem_usage: null
|
| 165 |
+
attn_implementation: null
|
| 166 |
+
cache_implementation: static
|
| 167 |
+
autocast_enabled: false
|
| 168 |
+
autocast_dtype: null
|
| 169 |
+
torch_compile: true
|
| 170 |
+
torch_compile_target: forward
|
| 171 |
+
torch_compile_config:
|
| 172 |
+
backend: inductor
|
| 173 |
+
mode: reduce-overhead
|
| 174 |
+
fullgraph: true
|
| 175 |
+
quantization_scheme: null
|
| 176 |
+
quantization_config: {}
|
| 177 |
+
deepspeed_inference: false
|
| 178 |
+
deepspeed_inference_config: {}
|
| 179 |
+
peft_type: null
|
| 180 |
+
peft_config: {}
|
| 181 |
+
scenario:
|
| 182 |
+
name: inference
|
| 183 |
+
_target_: optimum_benchmark.scenarios.inference.scenario.InferenceScenario
|
| 184 |
+
iterations: 2
|
| 185 |
+
duration: 0
|
| 186 |
+
warmup_runs: 10
|
| 187 |
+
input_shapes:
|
| 188 |
+
batch_size: 1
|
| 189 |
+
sequence_length: 7
|
| 190 |
+
new_tokens: null
|
| 191 |
+
memory: true
|
| 192 |
+
latency: true
|
| 193 |
+
energy: false
|
| 194 |
+
forward_kwargs: {}
|
| 195 |
+
generate_kwargs:
|
| 196 |
+
max_new_tokens: 128
|
| 197 |
+
min_new_tokens: 128
|
| 198 |
+
do_sample: false
|
| 199 |
+
call_kwargs: {}
|
| 200 |
+
launcher:
|
| 201 |
+
name: process
|
| 202 |
+
_target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher
|
| 203 |
+
device_isolation: true
|
| 204 |
+
device_isolation_action: warn
|
| 205 |
+
numactl: false
|
| 206 |
+
numactl_kwargs: {}
|
| 207 |
+
start_method: spawn
|
| 208 |
+
environment:
|
| 209 |
+
cpu: ' AMD EPYC 7R32'
|
| 210 |
+
cpu_count: 16
|
| 211 |
+
cpu_ram_mb: 66697.261056
|
| 212 |
+
system: Linux
|
| 213 |
+
machine: x86_64
|
| 214 |
+
platform: Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.29
|
| 215 |
+
processor: x86_64
|
| 216 |
+
python_version: 3.8.10
|
| 217 |
+
gpu:
|
| 218 |
+
- NVIDIA A10G
|
| 219 |
+
gpu_count: 1
|
| 220 |
+
gpu_vram_mb: 24146608128
|
| 221 |
+
optimum_benchmark_version: 0.4.0
|
| 222 |
+
optimum_benchmark_commit: null
|
| 223 |
+
transformers_version: 4.45.0.dev0
|
| 224 |
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transformers_commit: cea9ec086a14da1320940c5e48d7bd5dbcf32734
|
| 225 |
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accelerate_version: 0.35.0.dev0
|
| 226 |
+
accelerate_commit: null
|
| 227 |
+
diffusers_version: null
|
| 228 |
+
diffusers_commit: null
|
| 229 |
+
optimum_version: 1.23.0.dev0
|
| 230 |
+
optimum_commit: null
|
| 231 |
+
timm_version: 0.9.16
|
| 232 |
+
timm_commit: null
|
| 233 |
+
peft_version: 0.12.1.dev0
|
| 234 |
+
peft_commit: null
|
2024-09-12/summaries.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"model": "google/gemma-2b",
|
| 4 |
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"commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
|
| 5 |
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"config": "backend.cache_implementation=null,backend.torch_compile=False",
|
| 6 |
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"metrics": {
|
| 7 |
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"prefill.latency.mean": 0.020966336250305175,
|
| 8 |
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"prefill.throughput.value": 333.8685365163936,
|
| 9 |
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"decode.latency.mean": 2.5033509521484376,
|
| 10 |
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"decode.throughput.value": 50.731999798512255,
|
| 11 |
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"per_token.latency.mean": 0.019710193911875326,
|
| 12 |
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"per_token.throughput.value": 50.7351680288393
|
| 13 |
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}
|
| 14 |
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},
|
| 15 |
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{
|
| 16 |
+
"model": "google/gemma-2b",
|
| 17 |
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"commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
|
| 18 |
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"config": "backend.cache_implementation=static,backend.torch_compile=False",
|
| 19 |
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"metrics": {
|
| 20 |
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"prefill.latency.mean": 0.02228686428070068,
|
| 21 |
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"prefill.throughput.value": 314.0863565118783,
|
| 22 |
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"decode.latency.mean": 2.625386474609375,
|
| 23 |
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"decode.throughput.value": 48.37383037820975,
|
| 24 |
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"per_token.latency.mean": 0.02067133874217356,
|
| 25 |
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"per_token.throughput.value": 48.37616046414087
|
| 26 |
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}
|
| 27 |
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},
|
| 28 |
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{
|
| 29 |
+
"model": "google/gemma-2b",
|
| 30 |
+
"commit": "cea9ec086a14da1320940c5e48d7bd5dbcf32734",
|
| 31 |
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"config": "backend.cache_implementation=static,backend.torch_compile=True",
|
| 32 |
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"metrics": {
|
| 33 |
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"prefill.latency.mean": 0.014213151931762695,
|
| 34 |
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"prefill.throughput.value": 492.501595255365,
|
| 35 |
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"decode.latency.mean": 1.5640379028320313,
|
| 36 |
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"decode.throughput.value": 81.20007818866719,
|
| 37 |
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"per_token.latency.mean": 0.01231400713207215,
|
| 38 |
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"per_token.throughput.value": 81.20833367031875
|
| 39 |
+
}
|
| 40 |
+
}
|
| 41 |
+
]
|
2024-09-12/summary.json
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
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| 2 |
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"google/gemma-2b": {
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| 3 |
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| 4 |
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| 5 |
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| 8 |
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|
| 9 |
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|
| 11 |
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|
| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 24 |
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| 25 |
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| 26 |
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| 28 |
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|
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|
| 36 |
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|
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|
| 38 |
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}
|
| 39 |
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}
|
| 40 |
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}
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