Experiment Sets


Experiment Information
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CPU Info
0
python_version 3.7.5.final.0 (64 bit)
cpuinfo_version [5, 0, 0]
arch X86_64
bits 64
count 32
raw_arch_string x86_64
vendor_id GenuineIntel
brand Intel(R) Xeon(R) CPU E5-2630 v3 @ 2.40GHz
hz_advertised 2.4000 GHz
hz_actual 1.6917 GHz
hz_advertised_raw [2400000000, 0]
hz_actual_raw [1691718000, 0]
stepping 2
model 63
family 6
flags [abm, acpi, aes, aperfmperf, apic, arat, arch_perfmon, avx, avx2, bmi1, bmi2, bts, clflush, cmov, constant_tsc, cqm, cqm_llc, cqm_occup_llc, cx16, cx8, dca, de, ds_cpl, dtes64, dtherm, dts, eagerfpu, epb, ept, erms, est, f16c, flexpriority, fma, fpu, fsgsbase, fxsr, ht, ida, invpcid, invpcid_single, kaiser, lahf_lm, lm, mca, mce, mmx, monitor, movbe, msr, mtrr, nonstop_tsc, nopl, nx, osxsave, pae, pat, pbe, pcid, pclmulqdq, pdcm, pdpe1gb, pebs, pge, pln, pni, popcnt, pqm, pse, pse36, pts, rdrand, rdrnd, rdtscp, rep_good, retpoline, sdbg, sep, smep, smx, ss, sse, sse2, sse4_1, sse4_2, ssse3, syscall, tm, tm2, tpr_shadow, tsc, tsc_adjust, tsc_deadline_timer, tscdeadline, vme, vmx, vnmi, vpid, x2apic, xsave, ...]
l3_cache_size 20480 KB
l2_cache_size 256 KB
l1_data_cache_size 32 KB
l1_instruction_cache_size 32 KB
l2_cache_line_size 6
l2_cache_associativity 0x100
extended_model 3
usable_cpus 16
GPU Info
0
name TITAN V
total_memory 12036 MiB
driver_version 410.78
cuda_version 10.0
Package Info
0
0 wrapt 1.11.2
1 wheel 0.33.6
2 Werkzeug 0.16.0
3 wcwidth 0.1.7
4 urllib3 1.25.6
5 ujson 1.35
6 typing 3.7.4.1
7 tqdm 4.36.1
8 torchvision 0.4.0+cu92
9 torch 1.2.0+cu92
10 thop 0.0.31.post1910280903
11 termcolor 1.1.0
12 tensorpack 0.9.8
13 tensorflow-gpu 1.14.0
14 tensorflow-estimator 1.14.0
15 tensorboard 1.14.0
16 tabulate 0.8.5
17 stevedore 1.31.0
18 stable-baselines 2.8.0
19 SQLAlchemy 1.3.10
20 soupsieve 1.9.4
21 six 1.12.0
22 Shapely 1.6.4.post2
23 setuptools 41.6.0.post20191030
24 scipy 1.3.1
25 requests 2.22.0
26 ratelim 0.1.6
27 pyzmq 18.1.0
28 PyYAML 5.1.2
29 pytz 2019.3
30 python-editor 1.0.4
31 python-dateutil 2.8.0
32 pyperclip 1.7.0
33 pyparsing 2.4.2
34 PyLaTeX 1.3.1
35 pyglet 1.3.2
36 py-cpuinfo 5.0.0
37 psutil 5.6.3
38 protobuf 3.10.0
39 prettytable 0.7.2
40 pip 19.3.1
41 Pillow 6.2.1
42 pbr 5.4.3
43 pandas 0.24.2
44 ordered-set 3.1.1
45 optuna 0.17.1
46 opencv-python 4.1.1.26
47 numpy 1.17.3
48 msgpack 0.6.2
49 msgpack-numpy 0.4.4.3
50 mpi4py 3.0.2
51 matplotlib 3.1.1
52 MarkupSafe 1.1.1
53 Markdown 3.1.1
54 Mako 1.1.0
55 kiwisolver 1.1.0
56 Keras-Preprocessing 1.1.0
57 Keras-Applications 1.0.8
58 jsonpickle 1.2
59 joblib 0.14.0
60 idna 2.8
61 h5py 2.10.0
62 gym 0.15.3
63 grpcio 1.24.3
64 google-pasta 0.1.7
65 geocoder 1.38.1
66 gast 0.3.2
67 future 0.18.1
68 deepdiff 4.0.8
69 decorator 4.4.1
70 Cython 0.29.13
71 cycler 0.10.0
72 colorlog 4.0.2
73 cmd2 0.8.9
74 cloudpickle 1.2.2
75 cliff 2.16.0
76 Click 7.0
77 chardet 3.0.4
78 certifi 2019.9.11
79 bs4 0.0.1
80 beautifulsoup4 4.8.1
81 atari-py 0.2.6
82 astor 0.8.0
83 arrow 0.15.2
84 alembic 1.2.1
85 absl-py 0.8.1
86 experiment-impact-tracker 0.1.1
87 torchcule 0.1.0
88 apex 0.1

Carbon Info
0
Realtime Carbon Intensity Data Source http://www.caiso.com/outlook/SP/History/<date>/co2.csv
Realtime Carbon Intensity Average During Exp 336.77
Region Average Carbon Intensity 250.733
Region Average Carbon Intensity Source https://github.com/tmrowco/electricitymap-contrib/blob/master/config/co2eq_parameters.json (ElectricityMap Average, 2019)
Assumed PUE 1.58
Compute Region California, United States of America
Experiment Impact Tracker Version 0.1.1

Stats
0 1
0 Key Value
1 cpu_hours 18.6023
2 gpu_hours 1.70642
3 estimated_carbon_impact_kg 0.365809
4 total_power 1.0864
5 kw_hr_gpu 0.461161
6 kw_hr_cpu 0.226436
7 exp_len_hours 11.774
8 average_realtime_carbon_intensity 336.77
9 AverageReturn 18.392
10 AsymptoticReturn 20.08
11 AverageReturnPerkWh 16.9293
12 AverageEpisodeLength 1726.13
13 AverageMaximumEpisodeLength 1781
Graphs