MathewLuo22 commited on
Commit
6819380
·
verified ·
1 Parent(s): 2509c9d

Upload folder using huggingface_hub

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. profile_breakdown/profiling_bs1_pl1024/H100decode.pkl +3 -0
  2. profile_breakdown/profiling_bs1_pl1024/H100decode_steps.png +3 -0
  3. profile_breakdown/profiling_bs1_pl1024/H100prefill.pkl +3 -0
  4. profile_breakdown/profiling_bs1_pl1024/H100prefill.png +3 -0
  5. profile_breakdown/profiling_bs1_pl1024/MI300xdecode.pkl +3 -0
  6. profile_breakdown/profiling_bs1_pl1024/MI300xdecode_steps.png +3 -0
  7. profile_breakdown/profiling_bs1_pl1024/MI300xprefill.pkl +3 -0
  8. profile_breakdown/profiling_bs1_pl1024/MI300xprefill.png +3 -0
  9. profile_breakdown/profiling_bs1_pl1024/decode_comparison.csv +13 -0
  10. profile_breakdown/profiling_bs1_pl1024/decode_comparison.pkl +3 -0
  11. profile_breakdown/profiling_bs1_pl1024/prefill_comparison.csv +13 -0
  12. profile_breakdown/profiling_bs1_pl1024/prefill_comparison.pkl +3 -0
  13. profile_breakdown/profiling_bs1_pl128/H100decode.pkl +3 -0
  14. profile_breakdown/profiling_bs1_pl128/H100decode_steps.png +3 -0
  15. profile_breakdown/profiling_bs1_pl128/H100prefill.pkl +3 -0
  16. profile_breakdown/profiling_bs1_pl128/H100prefill.png +3 -0
  17. profile_breakdown/profiling_bs1_pl128/MI300xdecode.pkl +3 -0
  18. profile_breakdown/profiling_bs1_pl128/MI300xdecode_steps.png +3 -0
  19. profile_breakdown/profiling_bs1_pl128/MI300xprefill.pkl +3 -0
  20. profile_breakdown/profiling_bs1_pl128/MI300xprefill.png +3 -0
  21. profile_breakdown/profiling_bs1_pl128/decode_comparison.csv +14 -0
  22. profile_breakdown/profiling_bs1_pl128/decode_comparison.pkl +3 -0
  23. profile_breakdown/profiling_bs1_pl128/prefill_comparison.csv +14 -0
  24. profile_breakdown/profiling_bs1_pl128/prefill_comparison.pkl +3 -0
  25. profile_breakdown/profiling_bs1_pl1536/H100decode.pkl +3 -0
  26. profile_breakdown/profiling_bs1_pl1536/H100decode_steps.png +3 -0
  27. profile_breakdown/profiling_bs1_pl1536/H100prefill.pkl +3 -0
  28. profile_breakdown/profiling_bs1_pl1536/H100prefill.png +3 -0
  29. profile_breakdown/profiling_bs1_pl1536/MI300xdecode.pkl +3 -0
  30. profile_breakdown/profiling_bs1_pl1536/MI300xdecode_steps.png +3 -0
  31. profile_breakdown/profiling_bs1_pl1536/MI300xprefill.pkl +3 -0
  32. profile_breakdown/profiling_bs1_pl1536/MI300xprefill.png +3 -0
  33. profile_breakdown/profiling_bs1_pl1536/decode_comparison.csv +13 -0
  34. profile_breakdown/profiling_bs1_pl1536/decode_comparison.pkl +3 -0
  35. profile_breakdown/profiling_bs1_pl1536/prefill_comparison.csv +13 -0
  36. profile_breakdown/profiling_bs1_pl1536/prefill_comparison.pkl +3 -0
  37. profile_breakdown/profiling_bs1_pl2048/H100decode.pkl +3 -0
  38. profile_breakdown/profiling_bs1_pl2048/H100decode_steps.png +3 -0
  39. profile_breakdown/profiling_bs1_pl2048/H100prefill.pkl +3 -0
  40. profile_breakdown/profiling_bs1_pl2048/H100prefill.png +3 -0
  41. profile_breakdown/profiling_bs1_pl2048/MI300xdecode.pkl +3 -0
  42. profile_breakdown/profiling_bs1_pl2048/MI300xdecode_steps.png +3 -0
  43. profile_breakdown/profiling_bs1_pl2048/MI300xprefill.pkl +3 -0
  44. profile_breakdown/profiling_bs1_pl2048/MI300xprefill.png +3 -0
  45. profile_breakdown/profiling_bs1_pl2048/decode_comparison.csv +13 -0
  46. profile_breakdown/profiling_bs1_pl2048/decode_comparison.pkl +3 -0
  47. profile_breakdown/profiling_bs1_pl2048/prefill_comparison.csv +13 -0
  48. profile_breakdown/profiling_bs1_pl2048/prefill_comparison.pkl +3 -0
  49. profile_breakdown/profiling_bs1_pl256/H100decode.pkl +3 -0
  50. profile_breakdown/profiling_bs1_pl256/H100decode_steps.png +3 -0
profile_breakdown/profiling_bs1_pl1024/H100decode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:18a56ec3543b1348662da7f0ee74c57bf9cd76d9e4e38a32192892654479ac4d
3
+ size 1133
profile_breakdown/profiling_bs1_pl1024/H100decode_steps.png ADDED

Git LFS Details

  • SHA256: fbcbe5727b60006fb5703a849fd4bee673738ed1afd9443688a73b7e0dfd090d
  • Pointer size: 130 Bytes
  • Size of remote file: 71.8 kB
profile_breakdown/profiling_bs1_pl1024/H100prefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f566d14bf6a8e96883145c9f751c1881276d1f3fb58c860b13d123744b2bdbe8
3
+ size 1149
profile_breakdown/profiling_bs1_pl1024/H100prefill.png ADDED

Git LFS Details

  • SHA256: b760196ea1c482825e68a99fbaacb09b687e2b0aa7fbc8867cdf478442a80e3c
  • Pointer size: 130 Bytes
  • Size of remote file: 65.5 kB
profile_breakdown/profiling_bs1_pl1024/MI300xdecode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b3ba217ada646eb1d8c67824f613abff09ce245ec3ecb27948597937634e7cd
3
+ size 1133
profile_breakdown/profiling_bs1_pl1024/MI300xdecode_steps.png ADDED

Git LFS Details

  • SHA256: c5281ce5518c3f29246fe1f47913306683f8fc2ad383aadef44b2a39117793e7
  • Pointer size: 130 Bytes
  • Size of remote file: 71.8 kB
profile_breakdown/profiling_bs1_pl1024/MI300xprefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:52d330a6d72d15f43c82ee2ecde0b08549fa0521a738f654c760eabba7ddff4f
3
+ size 1149
profile_breakdown/profiling_bs1_pl1024/MI300xprefill.png ADDED

Git LFS Details

  • SHA256: 2b2a93f56de690728a98db2bf0e641e9a79cba2c97a43e086600743f377cdcc1
  • Pointer size: 130 Bytes
  • Size of remote file: 65.5 kB
profile_breakdown/profiling_bs1_pl1024/decode_comparison.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,decode_1_H100,decode_1_MI300x,abs_diff
2
+ Attention,8.752717489220126,7.27695149430903,-1.4757659949110966
3
+ Llama3RotaryEmbedding,1.8000202471177884,2.104369711457971,0.3043494643401825
4
+ LogitsProcessor,4.964075664737471,4.514901920960399,-0.449173743777072
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",37.824289906697395,35.46849998215996,-2.355789924537433
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",9.576314761464358,10.226939006282445,0.6506242448180863
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.9357176888315397,5.175429327375672,2.239711638544132
8
+ RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.04621376037593292,0.07626616238825962,0.030052402012326694
9
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",19.938635218431514,19.464116135902668,-0.4745190825288468
10
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",8.381148560652987,7.621727382262613,-0.7594211783903742
11
+ Sampler,1.731400248341767,3.2102290660877353,1.4788288177459683
12
+ SiluAndMul,4.0082858755763136,4.787734424960685,0.7794485493843712
13
+ others,0.041180578552811514,0.07283538585257543,0.031654807299763915
profile_breakdown/profiling_bs1_pl1024/decode_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ede17193550fd6395e6be92cb4cf0da723d514f9ddb731be0a76a3977c5ebde3
3
+ size 1520
profile_breakdown/profiling_bs1_pl1024/prefill_comparison.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,prefill_H100,prefill_MI300x,abs_diff
2
+ Attention,5.315293851953808,16.011133629401503,10.695839777447695
3
+ Llama3RotaryEmbedding,1.796983334944434,3.606864748181656,1.809881413237222
4
+ LogitsProcessor,1.5295391766961255,0.5252318818660545,-1.0043072948300709
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",43.41207624128187,34.531058283263,-8.881017958018873
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",11.40034029870664,9.22755468782225,-2.1727856108843895
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.841601131933758,3.3789828271301117,0.5373816951963537
8
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",20.329310428897845,21.313634076253603,0.9843236473557582
9
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",6.488699910092019,7.525435921409029,1.0367360113170099
10
+ Sampler,0.5329721045738438,0.5531418514801119,0.02016974690626805
11
+ SiluAndMul,6.179633746887224,3.1609146031265904,-3.0187191437606335
12
+ others,0.045026702926414884,0.05639850957638423,0.011371806649969347
13
+ vocab_embed_ops,0.128523071106005,0.10964898048974996,-0.018874090616255043
profile_breakdown/profiling_bs1_pl1024/prefill_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0162910352fc1aa9d5f9093de307927126b7c195b4f9ead5cd13779ec7aee02d
3
+ size 1483
profile_breakdown/profiling_bs1_pl128/H100decode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:232a9917182ebd5eab8e0112687e0708a2db5b71cbbcbef9f878b5975621e5f0
3
+ size 1133
profile_breakdown/profiling_bs1_pl128/H100decode_steps.png ADDED

Git LFS Details

  • SHA256: 9ec8e9b14ce546935c7c750470fced0541779dc578f03672480829e7ded48517
  • Pointer size: 130 Bytes
  • Size of remote file: 72 kB
profile_breakdown/profiling_bs1_pl128/H100prefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4b05faa251a6026f0bcb7213ea680318ea294d5e77d94c7e619dbee792cffd40
3
+ size 1149
profile_breakdown/profiling_bs1_pl128/H100prefill.png ADDED

Git LFS Details

  • SHA256: ef8ac45fe3046cb920cfcd777c1a917f56091095cdcacce69e1c05a5e8b9e3ec
  • Pointer size: 130 Bytes
  • Size of remote file: 65.5 kB
profile_breakdown/profiling_bs1_pl128/MI300xdecode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53c8e469acf5d109fd7f1e36910bd013419dce36fffa89060805dd419f1d4ddc
3
+ size 1150
profile_breakdown/profiling_bs1_pl128/MI300xdecode_steps.png ADDED

Git LFS Details

  • SHA256: 84d4b10d3ecc4a440064ae814b948250b46f81bba92148183c00c305c63b6e95
  • Pointer size: 130 Bytes
  • Size of remote file: 68.5 kB
profile_breakdown/profiling_bs1_pl128/MI300xprefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:47b7862edfa194ff537567933e46eeebf7464acda5f2af5812bed5f109b7a7c5
3
+ size 1132
profile_breakdown/profiling_bs1_pl128/MI300xprefill.png ADDED

Git LFS Details

  • SHA256: 8b1db6d4bb6136602730788f77b032c4af6f86408066bace988d0c25e7e07577
  • Pointer size: 130 Bytes
  • Size of remote file: 69 kB
profile_breakdown/profiling_bs1_pl128/decode_comparison.csv ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,decode_1_H100,decode_1_MI300x,abs_diff
2
+ Attention,6.854378547570919,7.540308478018733,0.6859299304478137
3
+ Llama3RotaryEmbedding,1.81774562552658,2.156621209163042,0.33887558363646186
4
+ LogitsProcessor,5.075146841646092,4.6691502316885956,-0.4059966099574961
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",38.652132986747134,35.79513292422048,-2.8570000625266516
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",9.785950245233131,9.448245445236797,-0.3377047999963345
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,3.0304211602626046,5.318987930281327,2.288566770018723
8
+ RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.0468820505350108,,
9
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",20.407072199090585,19.164716615141298,-1.242355583949287
10
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",8.50892363706815,7.933789312968523,-0.5751343240996274
11
+ Sampler,1.7628618245720273,3.2239583845426703,1.461096559970643
12
+ SiluAndMul,4.016277846567755,4.590159098921689,0.5738812523539343
13
+ others,0.042207035180003474,0.07876288543950605,0.03655585025950257
14
+ vocab_embed_ops,,0.08016748437734832,
profile_breakdown/profiling_bs1_pl128/decode_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e1f2d3c46487ea5d645fa56369c2c97652e00db97b237e968013a891a5b809e9
3
+ size 1528
profile_breakdown/profiling_bs1_pl128/prefill_comparison.csv ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,prefill_H100,prefill_MI300x,abs_diff
2
+ Attention,5.848365577953972,18.518923695085483,12.670558117131511
3
+ Llama3RotaryEmbedding,1.7251192777954603,5.275438112527483,3.5503188347320225
4
+ LogitsProcessor,4.540207923847165,1.9657793266479366,-2.574428597199228
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",37.7209583312918,31.706861989692143,-6.014096341599654
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",9.895869936136904,9.595384784728358,-0.30048515140854626
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.9142125957824905,3.1057451272984955,0.19153253151600502
8
+ RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,,0.049022471348246346,
9
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",23.992343837415707,19.238778404163504,-4.753565433252202
10
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",8.607495036906135,6.0022756518021465,-2.6052193851039886
11
+ Sampler,1.565819497993548,1.5501282362977726,-0.015691261695775394
12
+ SiluAndMul,3.062675209068646,2.9435407394081348,-0.11913446966051122
13
+ others,0.04454403836961201,0.04812146100029267,0.003577422630680664
14
+ vocab_embed_ops,0.08238873743857462,,
profile_breakdown/profiling_bs1_pl128/prefill_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b40a1a04126c09458333711030eb78f86b343b116661c8decb175a0b6af3b47
3
+ size 1526
profile_breakdown/profiling_bs1_pl1536/H100decode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a8e88b351d543763c88fb1c5c1d79d04290a882df4b04cb4c0ab89ebf725c809
3
+ size 1133
profile_breakdown/profiling_bs1_pl1536/H100decode_steps.png ADDED

Git LFS Details

  • SHA256: bd3b1991d308d7ca30ee085f4507a0a9f39351b02710b9b878921cb7dc08d8b7
  • Pointer size: 130 Bytes
  • Size of remote file: 71.9 kB
profile_breakdown/profiling_bs1_pl1536/H100prefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb7876b2f7c4e20f362b6c1b1b5892971f7dbc38b284d3c25b8123d97f125fe5
3
+ size 1149
profile_breakdown/profiling_bs1_pl1536/H100prefill.png ADDED

Git LFS Details

  • SHA256: f9534069fab46b5c0298064547cf9ef3e7c702d6db978c92aa8bed3b29ecc11f
  • Pointer size: 130 Bytes
  • Size of remote file: 65.6 kB
profile_breakdown/profiling_bs1_pl1536/MI300xdecode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:22b1ba54fee87c9612e916aa2808a1f691121cd333ab37d306303c791382d474
3
+ size 1133
profile_breakdown/profiling_bs1_pl1536/MI300xdecode_steps.png ADDED

Git LFS Details

  • SHA256: 3c1837cc7b38a38b53d9591231aa74a0d4ed1c27040851e6e3772e696ede1f1e
  • Pointer size: 130 Bytes
  • Size of remote file: 71.6 kB
profile_breakdown/profiling_bs1_pl1536/MI300xprefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb8240282286ef7fb58bafb017dc2f1856190f43796205b58a3ed40437a61856
3
+ size 1149
profile_breakdown/profiling_bs1_pl1536/MI300xprefill.png ADDED

Git LFS Details

  • SHA256: d8ebf13d7792d0355d8eae5f4cf99e2ba2e4cbeba0504c985d7176555ea1fa5d
  • Pointer size: 130 Bytes
  • Size of remote file: 65.5 kB
profile_breakdown/profiling_bs1_pl1536/decode_comparison.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,decode_1_H100,decode_1_MI300x,abs_diff
2
+ Attention,9.483617729518452,7.598486548526112,-1.8851311809923397
3
+ Llama3RotaryEmbedding,1.6607296965324518,2.131330682616359,0.4706009860839073
4
+ LogitsProcessor,4.941050766659664,4.599842707760885,-0.34120805889877914
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",37.43929849955707,35.85625615291251,-1.583042346644561
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",9.482533264536395,9.674445360747388,0.19191209621099325
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,3.078096889526124,5.296593831003937,2.2184969414778135
8
+ RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.048401384462242354,0.07861138187206942,0.03020999740982707
9
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",19.757810430954965,18.882085706206716,-0.8757247247482489
10
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",8.381144921050947,7.9135920920354135,-0.4675528290155331
11
+ Sampler,1.7479292426553181,3.226106204220072,1.478176961564754
12
+ SiluAndMul,3.938748276271449,4.667511718758141,0.728763442486692
13
+ others,0.040638898274901594,0.07513761334038274,0.03449871506548115
profile_breakdown/profiling_bs1_pl1536/decode_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:984e0cbd6a2c5ae6becdb657e852f7170b687ca915e72cb38c98a9a8093c44df
3
+ size 1520
profile_breakdown/profiling_bs1_pl1536/prefill_comparison.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,prefill_H100,prefill_MI300x,abs_diff
2
+ Attention,5.725389884282574,21.13655746796299,15.411167583680417
3
+ Llama3RotaryEmbedding,1.7857420562193158,3.1890826435170294,1.4033405872977136
4
+ LogitsProcessor,1.017143181316883,0.35926109541711065,-0.6578820858997723
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",43.29349359545625,35.02980749731597,-8.263686098140276
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",9.751519197825727,8.501444341490565,-1.2500748563351625
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.87586431034889,2.772191898445982,-0.10367241190290821
8
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",21.449999372013618,19.56647746212289,-1.883521909890728
9
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",7.4886429722468115,5.775504701351854,-1.7131382708949578
10
+ Sampler,0.36281806980696546,0.3658306067798142,0.003012536972848756
11
+ SiluAndMul,6.082842551397157,3.1813915450811434,-2.9014510063160133
12
+ others,0.042990959395247705,0.04396077893029697,0.0009698195350492655
13
+ vocab_embed_ops,0.12355384969054385,0.07848996158435963,-0.045063888106184224
profile_breakdown/profiling_bs1_pl1536/prefill_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e46fcbcf6fc0e9e991e097da294fa03f7621a0ff26139cfcd7346be2819171c3
3
+ size 1483
profile_breakdown/profiling_bs1_pl2048/H100decode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46d0ef803d93ebf1f08c95f76d1ca185458027fbb8be27a29b69dc6babd68a76
3
+ size 1133
profile_breakdown/profiling_bs1_pl2048/H100decode_steps.png ADDED

Git LFS Details

  • SHA256: c6bfab1952e9091991395141536b38eda5ceeb1eb2e6e89d5dc7e432f4f1fce5
  • Pointer size: 130 Bytes
  • Size of remote file: 71.9 kB
profile_breakdown/profiling_bs1_pl2048/H100prefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:890c5c68d401ce1d2a64ac2fb5d1359b8cf4c9d8cfa2980b6aee74e6250e35cd
3
+ size 1149
profile_breakdown/profiling_bs1_pl2048/H100prefill.png ADDED

Git LFS Details

  • SHA256: 9dd124fa321666b01f84f3af59008a0425b759229fd05c1abc76f42b3098d878
  • Pointer size: 130 Bytes
  • Size of remote file: 65.4 kB
profile_breakdown/profiling_bs1_pl2048/MI300xdecode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0080f9fd86520496085195746ebff186382f1555c381b77f3344024eeddd7153
3
+ size 1133
profile_breakdown/profiling_bs1_pl2048/MI300xdecode_steps.png ADDED

Git LFS Details

  • SHA256: 47ca1036d98173b206c395b269e2c0efb09cd40ca7b0fc5819b763c20e7b2a4d
  • Pointer size: 130 Bytes
  • Size of remote file: 71.7 kB
profile_breakdown/profiling_bs1_pl2048/MI300xprefill.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:617a7ef44243bf3b885e89fb6373fc31c3fc8ef8a28f228dc785eb840c17a1f2
3
+ size 1149
profile_breakdown/profiling_bs1_pl2048/MI300xprefill.png ADDED

Git LFS Details

  • SHA256: 9e631a1c7029008b75f4e929d693e247e3c5630505bd5c36def37e0b99db85d9
  • Pointer size: 130 Bytes
  • Size of remote file: 65.6 kB
profile_breakdown/profiling_bs1_pl2048/decode_comparison.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,decode_1_H100,decode_1_MI300x,abs_diff
2
+ Attention,10.431836463519645,7.674151678857323,-2.757684784662321
3
+ Llama3RotaryEmbedding,1.7333178765562836,2.1757345407444877,0.44241666418820413
4
+ LogitsProcessor,4.931779492636019,4.584755769052253,-0.34702372358376543
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",36.53517257642745,35.7003415580844,-0.8348310183430456
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",9.450435047807359,9.746143482157347,0.2957084343499883
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.9514035528290163,5.235026143898585,2.2836225910695687
8
+ RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.04489645754478734,0.07783741765778085,0.03294096011299351
9
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",19.83281171434743,19.1229496321115,-0.7098620822359294
10
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",8.319421289197242,7.666690669139791,-0.6527306200574516
11
+ Sampler,1.7282585219655353,3.2277195597310224,1.4994610377654871
12
+ SiluAndMul,3.9984915470514317,4.719852098495739,0.7213605514443073
13
+ others,0.04217546011783053,0.06879745006979515,0.026621989951964624
profile_breakdown/profiling_bs1_pl2048/decode_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1eb06d125f6df32e3123427a40d1826d58c974a383b72e12649abd0b72d4c67b
3
+ size 1520
profile_breakdown/profiling_bs1_pl2048/prefill_comparison.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name,prefill_H100,prefill_MI300x,abs_diff
2
+ Attention,6.595171438841731,26.09203557691796,19.49686413807623
3
+ Llama3RotaryEmbedding,1.8016537430807844,2.766166385861084,0.9645126427802997
4
+ LogitsProcessor,0.7718868383565284,0.26810542465192677,-0.5037814137046016
5
+ "MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",43.06272779789141,32.733081828491585,-10.329645969399827
6
+ "QKVParallelLinear(weight=bfloat16[6144, 4096])",10.206377685608299,7.440274157260589,-2.76610352834771
7
+ RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.877083603112283,2.3348517675593596,-0.5422318355529234
8
+ "RowParallelLinear(weight=bfloat16[4096, 14336])",20.398294463679235,19.44528567543132,-0.9530087882479137
9
+ "RowParallelLinear(weight=bfloat16[4096, 4096])",7.653270666665546,5.753078995573151,-1.9001916710923945
10
+ Sampler,0.27369702137910334,0.2781171389368573,0.004420117557753955
11
+ SiluAndMul,6.188128309643855,2.789111036162593,-3.3990172734812623
12
+ others,0.045881045744944365,0.03594206521152666,-0.009938980533417706
13
+ vocab_embed_ops,0.12582738599630072,0.06394994794203644,-0.06187743805426428
profile_breakdown/profiling_bs1_pl2048/prefill_comparison.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54cf18d9ec1d52c6d341d3fd74eecc286790b575bde3ad6e4ff84ab361056b3e
3
+ size 1483
profile_breakdown/profiling_bs1_pl256/H100decode.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:274d69894b3ee4588c5294b9ce495ddca1102607dff797b9db9bf736c1fd1c94
3
+ size 1133
profile_breakdown/profiling_bs1_pl256/H100decode_steps.png ADDED

Git LFS Details

  • SHA256: cd97942f63a62e6522b82bf12a59f804f95a7acf6f435139f74d1daf25401f3c
  • Pointer size: 130 Bytes
  • Size of remote file: 71.9 kB