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+Llama3RotaryEmbedding,1.81774562552658,2.156621209163042,0.33887558363646186 +LogitsProcessor,5.075146841646092,4.6691502316885956,-0.4059966099574961 +"MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",38.652132986747134,35.79513292422048,-2.8570000625266516 +"QKVParallelLinear(weight=bfloat16[6144, 4096])",9.785950245233131,9.448245445236797,-0.3377047999963345 +RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,3.0304211602626046,5.318987930281327,2.288566770018723 +RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.0468820505350108,, +"RowParallelLinear(weight=bfloat16[4096, 14336])",20.407072199090585,19.164716615141298,-1.242355583949287 +"RowParallelLinear(weight=bfloat16[4096, 4096])",8.50892363706815,7.933789312968523,-0.5751343240996274 +Sampler,1.7628618245720273,3.2239583845426703,1.461096559970643 +SiluAndMul,4.016277846567755,4.590159098921689,0.5738812523539343 +others,0.042207035180003474,0.07876288543950605,0.03655585025950257 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4096])",36.53517257642745,35.7003415580844,-0.8348310183430456 +"QKVParallelLinear(weight=bfloat16[6144, 4096])",9.450435047807359,9.746143482157347,0.2957084343499883 +RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.9514035528290163,5.235026143898585,2.2836225910695687 +RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.04489645754478734,0.07783741765778085,0.03294096011299351 +"RowParallelLinear(weight=bfloat16[4096, 14336])",19.83281171434743,19.1229496321115,-0.7098620822359294 +"RowParallelLinear(weight=bfloat16[4096, 4096])",8.319421289197242,7.666690669139791,-0.6527306200574516 +Sampler,1.7282585219655353,3.2277195597310224,1.4994610377654871 +SiluAndMul,3.9984915470514317,4.719852098495739,0.7213605514443073 +others,0.04217546011783053,0.06879745006979515,0.026621989951964624 diff --git a/profile_breakdown/profiling_bs1_pl2048/decode_comparison.pkl b/profile_breakdown/profiling_bs1_pl2048/decode_comparison.pkl new file mode 100644 index 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4096])",43.06272779789141,32.733081828491585,-10.329645969399827 +"QKVParallelLinear(weight=bfloat16[6144, 4096])",10.206377685608299,7.440274157260589,-2.76610352834771 +RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,2.877083603112283,2.3348517675593596,-0.5422318355529234 +"RowParallelLinear(weight=bfloat16[4096, 14336])",20.398294463679235,19.44528567543132,-0.9530087882479137 +"RowParallelLinear(weight=bfloat16[4096, 4096])",7.653270666665546,5.753078995573151,-1.9001916710923945 +Sampler,0.27369702137910334,0.2781171389368573,0.004420117557753955 +SiluAndMul,6.188128309643855,2.789111036162593,-3.3990172734812623 +others,0.045881045744944365,0.03594206521152666,-0.009938980533417706 +vocab_embed_ops,0.12582738599630072,0.06394994794203644,-0.06187743805426428 diff --git a/profile_breakdown/profiling_bs1_pl2048/prefill_comparison.pkl b/profile_breakdown/profiling_bs1_pl2048/prefill_comparison.pkl new file mode 100644 index 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@@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d048440b003b88c3b8557d7913d85430bb80da024c209cf9830d035ca991eca1 +size 69255 diff --git a/profile_breakdown/profiling_bs1_pl256/decode_comparison.csv b/profile_breakdown/profiling_bs1_pl256/decode_comparison.csv new file mode 100644 index 0000000000000000000000000000000000000000..ec8017703017fb36a0b7f3b3564c0eb2ff8474d0 --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl256/decode_comparison.csv @@ -0,0 +1,13 @@ +name,decode_1_H100,decode_1_MI300x,abs_diff +Attention,7.66453436872326,8.0284914956388,0.3639571269155404 +Llama3RotaryEmbedding,1.7494507609966288,2.1471268792258464,0.39767611822921767 +LogitsProcessor,5.112673045317336,4.599264651697881,-0.5134083936194545 +"MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",37.83081076377858,35.60876904150703,-2.2220417222715483 +"QKVParallelLinear(weight=bfloat16[6144, 4096])",9.760101441762473,9.615342268135976,-0.14475917362649682 +RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,3.0871978635252053,5.3236893643251175,2.236491500799912 +RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.04648338109080121,0.07917001526701674,0.03268663417621553 +"RowParallelLinear(weight=bfloat16[4096, 14336])",20.27652623002319,19.178927528919335,-1.0975987011038555 +"RowParallelLinear(weight=bfloat16[4096, 4096])",8.522408056297714,7.513383564505963,-1.0090244917917506 +Sampler,1.8217729154778657,3.2192338402399026,1.3974609247620369 +SiluAndMul,4.084844495629638,4.614384286676602,0.5295397910469637 +others,0.043196677377310214,0.0722170638605179,0.02902038648320769 diff --git a/profile_breakdown/profiling_bs1_pl256/decode_comparison.pkl b/profile_breakdown/profiling_bs1_pl256/decode_comparison.pkl new file mode 100644 index 0000000000000000000000000000000000000000..cf8bd75787ee96be6c186eb0e50b0b505eaf052d --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl256/decode_comparison.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f8d0f5be3b362af0f3427ee73b0fa1554f1542a3b261b5dfbc5cc0fa0e5b022 +size 1520 diff --git a/profile_breakdown/profiling_bs1_pl256/prefill_comparison.csv b/profile_breakdown/profiling_bs1_pl256/prefill_comparison.csv new file mode 100644 index 0000000000000000000000000000000000000000..38ca68bef31524bbb43742e8a572e03c8a570177 --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl256/prefill_comparison.csv @@ -0,0 +1,14 @@ +name,prefill_H100,prefill_MI300x,abs_diff +Attention,5.598502664353409,16.355703363920924,10.757200699567516 +Llama3RotaryEmbedding,1.6660966986441785,4.529713012372985,2.863616313728807 +LogitsProcessor,3.851259651293784,1.2953072618989923,-2.5559523893947915 +"MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",36.71509967192245,33.48230080715403,-3.2327988647684194 +"QKVParallelLinear(weight=bfloat16[6144, 4096])",9.863807294141058,9.283515162067658,-0.5802921320733994 +RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,3.166628119696359,3.353858844750323,0.187230725053964 +RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,,0.053253468498005566, +"RowParallelLinear(weight=bfloat16[4096, 14336])",25.70113205093823,20.549732971434175,-5.151399079504056 +"RowParallelLinear(weight=bfloat16[4096, 4096])",7.7274924679659325,7.3817219772250535,-0.34577049074087896 +Sampler,1.3505386801824866,1.1930674641142165,-0.15747121606827008 +SiluAndMul,4.202015117001586,2.4797439544929962,-1.7222711625085894 +others,0.050253827955756426,0.04208171207060033,-0.008172115885156095 +vocab_embed_ops,0.1071737559047699,, diff --git a/profile_breakdown/profiling_bs1_pl256/prefill_comparison.pkl b/profile_breakdown/profiling_bs1_pl256/prefill_comparison.pkl new file mode 100644 index 0000000000000000000000000000000000000000..b5ea80c70a489d96d2d3f19382f44e9dc3fb4421 --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl256/prefill_comparison.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 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b/profile_breakdown/profiling_bs1_pl512/MI300xdecode.pkl new file mode 100644 index 0000000000000000000000000000000000000000..8c8e7007e8d3040ae42d9dee072c623e74bc824f --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/MI300xdecode.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a96bc427ee454e16be33c3e9747b3a96dcdc001c3b580fe899b7e599b361dd0f +size 1133 diff --git a/profile_breakdown/profiling_bs1_pl512/MI300xdecode_steps.png b/profile_breakdown/profiling_bs1_pl512/MI300xdecode_steps.png new file mode 100644 index 0000000000000000000000000000000000000000..d813a2d1925a653531401c5b36b57bab9576b42c --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/MI300xdecode_steps.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f017fcc43e29f1eec8b3bc7b0ba5eb6665dae32d10d8203f63202daa07b2f127 +size 71747 diff --git a/profile_breakdown/profiling_bs1_pl512/MI300xprefill.pkl b/profile_breakdown/profiling_bs1_pl512/MI300xprefill.pkl new file mode 100644 index 0000000000000000000000000000000000000000..5af5ed8351fc2f8abfed7574053853db669dd596 --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/MI300xprefill.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0eaedd9a568fed0fa863eb2da02d3f44b9cc8495b5ff1d466c7f5cc22d2f86d +size 1149 diff --git a/profile_breakdown/profiling_bs1_pl512/MI300xprefill.png b/profile_breakdown/profiling_bs1_pl512/MI300xprefill.png new file mode 100644 index 0000000000000000000000000000000000000000..b1d96910eb04da1a5f9246d306f848e5ad155220 --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/MI300xprefill.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8b1c1e4e77193345c793104a417039f5eb5d22581f348a11f43c058cb40d96c +size 65678 diff --git a/profile_breakdown/profiling_bs1_pl512/decode_comparison.csv b/profile_breakdown/profiling_bs1_pl512/decode_comparison.csv new file mode 100644 index 0000000000000000000000000000000000000000..6dd6b968510491e513e3cc61d7f143f1bd0a3970 --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/decode_comparison.csv @@ -0,0 +1,13 @@ +name,decode_1_H100,decode_1_MI300x,abs_diff +Attention,8.041442577810386,8.054423163410657,0.012980585600271155 +Llama3RotaryEmbedding,1.7114829769898674,2.1052829588241853,0.39379998183431786 +LogitsProcessor,5.075120442966566,4.506638861075245,-0.5684815818913211 +"MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",37.49091482307884,35.52761420363178,-1.963300619447061 +"QKVParallelLinear(weight=bfloat16[6144, 4096])",9.759952642396774,9.629480829984475,-0.13047181241229922 +RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,3.1546948322856263,5.241436820111696,2.08674198782607 +RMSNorm(weight=bfloat16[4096]) <- LlamaForCausalLM,0.048152350765331656,0.07948892384146533,0.031336573076133675 +"RowParallelLinear(weight=bfloat16[4096, 14336])",20.333820262292992,19.153379107632418,-1.1804411546605742 +"RowParallelLinear(weight=bfloat16[4096, 4096])",8.567875165030642,7.805153077443198,-0.7627220875874441 +Sampler,1.768999908107316,3.2220799037987287,1.4530799956914127 +SiluAndMul,4.006886253657995,4.59967507219755,0.5927888185395549 +others,0.04065776461769357,0.07534707804859696,0.03468931343090339 diff --git a/profile_breakdown/profiling_bs1_pl512/decode_comparison.pkl b/profile_breakdown/profiling_bs1_pl512/decode_comparison.pkl new file mode 100644 index 0000000000000000000000000000000000000000..2eb41a321f432d1f8ef323b43bccda25dc6d1b25 --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/decode_comparison.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54869c283ae1c7bf07c4aac7f06fdfbe3de8df5af711c39ab0312791d08f3a22 +size 1520 diff --git a/profile_breakdown/profiling_bs1_pl512/prefill_comparison.csv b/profile_breakdown/profiling_bs1_pl512/prefill_comparison.csv new file mode 100644 index 0000000000000000000000000000000000000000..3406dba241021a68fd16a5929c5e22442a970bda --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/prefill_comparison.csv @@ -0,0 +1,13 @@ +name,prefill_H100,prefill_MI300x,abs_diff +Attention,4.6992201900505775,16.732406578152904,12.033186388102326 +Llama3RotaryEmbedding,1.654183418481141,4.335820968684168,2.6816375502030274 +LogitsProcessor,2.6814815672764203,0.8598186434823126,-1.8216629237941078 +"MergedColumnParallelLinear(weight=bfloat16[28672, 4096])",41.146126621848175,33.08889975623442,-8.057226865613757 +"QKVParallelLinear(weight=bfloat16[6144, 4096])",10.96928445819218,9.34991231474652,-1.6193721434456592 +RMSNorm(weight=bfloat16[4096]) <- LlamaDecoderLayer,3.354452265386841,3.3751253573296616,0.02067309194282041 +"RowParallelLinear(weight=bfloat16[4096, 14336])",20.778851360320235,20.448087215830284,-0.33076414448995095 +"RowParallelLinear(weight=bfloat16[4096, 4096])",8.061780077104702,7.733184817216182,-0.32859525988851956 +Sampler,0.8995345280289777,0.8750792223722248,-0.024455305656752913 +SiluAndMul,5.5758567828256185,2.9901399503933863,-2.585716832432232 +others,0.05437592877606764,0.051256658571903924,-0.003119270204163714 +vocab_embed_ops,0.12485280170906228,0.1602685169860263,0.03541571527696401 diff --git a/profile_breakdown/profiling_bs1_pl512/prefill_comparison.pkl b/profile_breakdown/profiling_bs1_pl512/prefill_comparison.pkl new file mode 100644 index 0000000000000000000000000000000000000000..c79dfa6f2e32f2d3111c88107483b52bb2147e1e --- /dev/null +++ b/profile_breakdown/profiling_bs1_pl512/prefill_comparison.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37a671b79260e365fc5a77f5e87ea8cfa3ae79fd56af0622467c0411fe9a57b3 +size 1483