From eac181a37c29bc78a9a4fa22442d33e609d1e0f0 Mon Sep 17 00:00:00 2001 From: vasiliy Date: Wed, 15 May 2024 12:30:33 -0700 Subject: [PATCH] [not for land] standalone repro of memory leak on float8 + compile + tp + sp Summary: Test Plan: ``` ./test/test_dtensor.sh ``` Reviewers: Subscribers: Tasks: Tags: --- benchmarks/debug.py | 44 +++++++++++++++++++++ dtensor_test_memory.pickle | Bin 0 -> 4876070 bytes test/test_dtensor.py | 79 +++++++++++++++++++++++++++++++++++++ 3 files changed, 123 insertions(+) create mode 100644 benchmarks/debug.py create mode 100644 dtensor_test_memory.pickle diff --git a/benchmarks/debug.py b/benchmarks/debug.py new file mode 100644 index 0000000..22b7195 --- /dev/null +++ b/benchmarks/debug.py @@ -0,0 +1,44 @@ +""" +Can we benchmark a transformer block and meaningfully reason +about what inductor is doing? +""" + +import torch +import torch.nn as nn + +from float8_experimental.float8_linear_utils import ( + swap_linear_with_float8_linear, +) +from float8_experimental.float8_dynamic_linear import Float8DynamicLinear + +class M(nn.Module): + def forward(self, x): + return torch.cos(x) + +def run(): + + m = nn.Sequential( + # nn.Linear(32, 32), + # nn.ReLU(), + nn.Sequential( + # M(), + nn.Linear(32, 32, bias=False), + nn.ReLU(), + ), + ).cuda() + swap_linear_with_float8_linear(m, Float8DynamicLinear) + print(m) + + m = torch.compile(m) + x = torch.randn(32, 32, device='cuda').requires_grad_() + y = m(x) + + print('\n', y, '\n') + + y.sum().backward() + + print('done') + + +if __name__ == '__main__': + run() diff --git a/dtensor_test_memory.pickle b/dtensor_test_memory.pickle new file mode 100644 index 0000000000000000000000000000000000000000..7d5afff91c7679a7bb831558638ef025ece6f9ff GIT binary patch literal 4876070 zcmeFa37i~9bw9qk56hQ)$p`XcYU)l! zo!On$JbgZ@?dhYASMPo6y;rZQPR@OBZr7|X{CDT6o{5E)GFnh{+d6gosUEyBKdX%8 zGRmp`SrZH7Y}QmP>(u@8;q4O_-!-w=Hf%XBS-BI+sr_AD+wPn=OU~zwjBG1eez(7C z;tV-s=f)KG_gSX$(vo8NUzu;&rXm+k!P`rm3P^UjsGORZmzT{^_Op*0b_(UODxuiTT4&{xPgR)LxzER&}mdNp%sg>paVbik_NSnA3R` zPfg4pG3A1SUzcR{LWcx%b+~tG;v(BHGio|r(vRo#toYlr5;7Rcb zbf8#Q39E3)#0KZXopRAGnM!uZlrze(oH>?GkIJ^Hm_5VLsMXzGy7H8I*#u^#E_ZWz zzLQI)l$F!z9$7c^a=|EB-B_?yge+Hz{G{VKTa_}!B2*4CIh6;6{LCBr=<4pBH}gK0EPEBJ)v~yv!c{BRT{T|Cid7pka@kd@R(B_=VwayvM+>6Mb5;6lu6@a|x5|)!qD+a$%otcV`UU zvR63w+%5%5Ah$)zzFW4_>8xVQIVe>r6m8%d+stJ_oJSR1F>@JS{&v%p%LkQ_UhLdH zk$db-!9`FctJkg^Fsq$W`<3z`#jR{c20G8k z0X7X?g39Jmimy+VEHj1Rnon6~CIuavl~cvCts458jceDhU%NSVfR$mT3JToK@)Fl( zfQtuK&UV1)d}*-EUy}ypW6Dr*r<4Es1o>l~Sib$=aI&2%s(EwDE)-LYPJoi73|vWL zvX#r{%Be9ul^N5ovx?Uma$XxThAl&rP3u}+eraiJ<8f^gtZd6rb;Yz&q8uO!LN%{NO4m~bBU{QVRth-J zv=p9S|GS;4FJ>f`av*8RbL2TYHC#L2$ERnLd zqFaXP)bm$Prput`c8|eui^(1wr*()p~yc`2?2lMDzIf=poTFVoWl6LE(paz2)0mOz89B{%J(s+>; zXo;X!6m7FN^63qxTvUf->sTLXE|I6$1Qo%v38|E>5p33Kjfgdv0T(f3uBiEj;xn}+P6fa_J234f~gDyPV zvI+Rix)+NLX`={Zp!O;o;aNZgmLrBTE|+9mf)Uk*p`F`eV8mLO)y_IFiiru+UnCjE z2>}u*AVc1Abb>Lbt{1W*oz`b1G%AH=blW6~(sH&WMt8RzAd`R^P7MY=E5`bTQ&{M4 zMWOQ;P$EU^Pyk&D3IK9If9)&~ejG#Q_Rn%W1;4-eE_FWh4yX(IyVQkn*|m=O3*gUU zxO0ZOL_L%H9@Mj6rCz9Bq@Kgw1il>3!_OA-&lalZPn_p?Ku~`G!x}~&1^5}=3+lz{ z>1;#sHUV$SK(XGL?Gr_?{M zB})CTOX_}g0F;S6U(^{6VT!>H1zimIx|R9!8qmO7@E)jQO?)VtMt)IU-0S6{=~ zl{>X&Uvihq7;P?Rw7Kf}pdLq=inG$6dV0hT*;2aw7PVupItD&B>8sh)LIJ7MqK`GQ z2bfE0k6{*Mo0-}HB>fYA^|&!zhx?%=^$Mf^iD=bo_#oHFxC-=w9Z|u&S-viLZm-34GImM(~?G_>`CCdL$#a z;?(a!e5*po9p@T}ghU2%)n7)nh8+1Tm<(ZLM2Ap1jfF_Zz!#x#)ecl;siY4Z$)rmuxjbs#|!G%IP4Fcx4p?OupPU*S}4cP`(#F9EJn>n1CLf>{pP6p;>EZ1-~ zmimj4HijVQ$RFE)ryFk|FnXh84e)3!wr{wG5m{(BrgBL_P zY-sPG;8DbCF$v;Lhj>>^nlIxn2#ICn4uF=lKE&G-O`j@RKD#6gu%$2v3(KZZ%Hy;) znkhFm!775hbjdYb`Y#20fNSajFX_s-l7a>if|_IfybWqT$aDG6VtE)G_3PKe>=yGD zcY8O)P{ki$C3?MwDomy46<|ZpMcCWpJvJ54PIQ>j$(IzVXykL5^2+tAV=_mNhg39; z@p9Z#^iqiDeZK5P)x4)Gz?J6}FP{6q2hS%Tlb~w?R>Z>&6FLL51Ng$J#YdgJMn0>+ z47bb_86X>y8^L7<>QGgy z-Y8*tcXhvrx#_ys<}6cQyY6}jC_^4J+xQ@oUHQ_k5IyB%dBe8bNo?6aolyYhJ()@{Bs0FkXJ$N|jeH-L+VM}MzJ z<3(xZ^VZ+#=Po`_`tQVl*Vp40BIFNZ1dOj~8%}P75rPVcqfGUzTIthT;<;g^PvSj} z6B>+|i(pgYD^@;lBS@IE=jNMy*;aTJ$1w<5%thk(wt1xlkxJOQ5NTLT?{*Xt^(plz zS0tA-CkWuJA_$l`+S!-Kb=hpSX@sSaI)9CTxF-HxaFJ_7SVK_r^nzYdE{b4v&?y=~BTt>q1PFaNK+~7=PG;hYC zHDN?B;{dY_yi;2d+XAx~TVO_GKbyzkvl`Ac7BDM>4mvYRv9?plqG7TTGXq*-DsnrR zJ&y6T!0`!Iw9+P5(uZfc2G&(z&`BTJ^p6v^(-3g&(NQ-(R zJh?BxA5MG6Tn9hS1%~IMn1Kv&T)<49Uk64xnZhsyaaWKF5Ayty8-suu1L-H1-48`} zi;HE<5SOn^F2}OS@gjifgOKGR<`>!n86RNo$H`^?F~JZRy^h&$*UL@HyZ?aGXXh2m z7|MrnTZ|y0*Xm(~0Vlp3GvGa@iW)B&EK56JafUSj&yWg@<@bFt*j^}s`Z=5de*p%m z;ULH&5HaV_T-3#ZH(A@jTOnK026#E(c%0933*@1#0VvhhLBfZMOAxlCk>X}IFbo2i zt)gTYY>#I68YE2o z)SDUS!HCX+S`LA=qe*5KDS~RmktYccVP$B&QH|B{Fot^qkWg2I3Sk|rR&QZo>S>R4 z7mMiB9XOAxXAdcP@Ti3+?Y~?D^jLh*Oh&eeA#5QN$>q zU_n(-gCGd8lz~wlj6roXciYQ+vNIA4;hZUV|Kt8DZq+-iN_v~Ks1UQi0n+5)Dw>k-VpO=RvRtGzx}Ni@STLB#2FYT75?S zk@{2hS@q{Qe+*My-^M9Nzw5cK+26@+6R|^h%Fc!GLt4?sH@*mX>)Ulj+v0kib5p-e z@&>_F{u!Sa#Dx?DCzyQ`COZ1dAX*F-Hyb*iRqFqO<9lx2bWdwy2mW)?s};|xw{IQC zt0trSIg80CCK@IMOp2ITn3OOX$K+*@G!1?x7ku)h;FP5<{5Y$%_%0QDYBLRl>$po? 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