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benchmark.toml
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benchmark.toml
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# This file contains the raw, structured benchmarks. More information can be
# found at https://github.com/autumnai/deep-learning-benchmarks
[nvidia-titan-x]
name = "Nvidia Titan X"
type = "GPU"
[nvidia-titan-x.host]
os = "linux/arch"
cpu = "Intel(R) Core(TM) i7-2600K CPU @ 3.40GHz"
cores = "8"
cache = "8MB"
ram = "8GB"
[[nvidia-titan-x.devices]]
name = "Nvidia Titan X"
memory = "12GB"
cores = "3072"
memory_bandwith = "336.5GB/s"
quantity = 1
[[nvidia-titan-x.models]]
name = "Alexnet"
type = "model"
details = "...link..."
[[nvidia-titan-x.models.frameworks]]
name = "Leaf"
version = "0.2"
forward = 25
backward = 63
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models.frameworks]]
name = "Leaf"
version = "0.2"
forward = 31
backward = 71
memory = "1750MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "01/2016"
forward = 33
backward = 66
memory = "1650MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "07/03/2016"
forward = 28
backward = 54
memory = "1650MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models.frameworks]]
name = "Caffe"
version = "1.0.0"
forward = 42
backward = 85
memory = "1350MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7"
forward = 46
backward = 202
memory = "11050MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7.1"
forward = 40
backward = 128
memory = "11520MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models]]
name = "Overfeat"
type = "model"
details = "...link..."
[[nvidia-titan-x.models.frameworks]]
name = "Leaf"
version = "0.2"
forward = 84
backward = 180
memory = "5050MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models.frameworks]]
name = "Leaf"
version = "0.2"
forward = 106
backward = 226
memory = "5050MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "01/2016"
forward = 114
backward = 215
memory = "4950MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "07/03/2016"
forward = 95
backward = 176
memory = "5000MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models.frameworks]]
name = "Caffe"
version = "1.0.0"
forward = 143
backward = 289
memory = "2400MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7"
forward = 118
backward = 621
memory = "11050MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7.1"
forward = 119
backward = 300
memory = "11520MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models]]
name = "VGG [A]"
type = "model"
details = "...link..."
[[nvidia-titan-x.models.frameworks]]
name = "Leaf"
version = "0.2"
forward = 143
backward = 368
memory = "8300MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models.frameworks]]
name = "Leaf"
version = "0.2"
forward = 180
backward = 418
memory = "8300MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "01/2016"
forward = 201
backward = 429
memory = "8250MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "07/03/2016"
forward = 165
backward = 367
memory = "8090MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models.frameworks]]
name = "Caffe"
version = "1.0.0"
forward = 225
backward = 453
memory = "5650MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7"
forward = 228
backward = 1142
memory = "11000MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7.1"
forward = 227
backward = 840
memory = "11520MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models]]
name = "GoogleNet"
type = "model"
details = "...link..."
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "01/2016"
forward = 138
backward = 361
memory = "8300MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Torch"
version = "07/03/2016"
forward = 131
backward = 342
memory = "8360MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"
[[nvidia-titan-x.models.frameworks]]
name = "Caffe"
version = "1.0.0"
forward = 143
backward = 345
memory = "8100MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7"
forward = 197
backward = 871
memory = "11050MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "3"
[[nvidia-titan-x.models.frameworks]]
name = "Tensorflow"
version = "0.7.1"
forward = 195
backward = 757
memory = "11520MB"
[[nvidia-titan-x.models.frameworks.libraries]]
name = "cuDNN"
version = "4"