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matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
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matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.16
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
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matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,88];dtype=float32;target_mml=0.1507;ops:relu,matmul,quant8,prune0.4
matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.7302
PoT-O/TribeWarez-Quantum88-PlanckTensor
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,64];dtype=float16;target_mml=0.1871;ops:relu,prune0.4,lowrank,matmul
matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17
3.4181
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,8];dtype=float32;target_mml=0.1699;ops:transpose,prune0.4,gelu,quant4,matmul,quant8
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.5572
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[64,64];dtype=float32;target_mml=0.1659;ops:transpose,relu,prune0.4,prune0.2,lowrank
matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.5916
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[64,128];dtype=float16;target_mml=0.1911;ops:transpose,gelu,prune0.4,matmul,relu
matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.17
3.3876
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,256];dtype=float32;target_mml=0.1982;ops:lowrank,prune0.4,relu,quant8,matmul
matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.18
3.335
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,88];dtype=float16;target_mml=0.1629;ops:prune0.2,prune0.4,transpose,lowrank,relu,quant4
matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.6179
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,88];dtype=float16;target_mml=0.2066;ops:quant4,relu,prune0.2,gelu
matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.19
3.2751
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,88];dtype=int8;target_mml=0.1617;ops:prune0.4,relu,transpose,lowrank,gelu,quant4
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.6286
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[16,16];dtype=float32;target_mml=0.1629;ops:quant8,relu,lowrank,transpose
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.6179
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[64,64];dtype=float32;target_mml=0.1659;ops:transpose,prune0.2,matmul,prune0.4,relu,lowrank
matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.5916
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[88,8];dtype=float32;target_mml=0.1885;ops:relu,lowrank,prune0.2,quant8
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.17
3.4074
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul[lowrank:32] -> relu -> quant:4bit -> prune:0.4 -> score:0.17
3.4035
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,88];dtype=float32;target_mml=0.1786;ops:transpose,lowrank,prune0.2,matmul
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16
3.4852
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.6277
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,32];dtype=float16;target_mml=0.1767;ops:quant8,relu,prune0.2,lowrank
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16
3.5006
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,32];dtype=int8;target_mml=0.2044;ops:gelu,transpose,prune0.4,matmul,relu,lowrank
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18
3.2905
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.6367
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.6529
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,8];dtype=int8;target_mml=0.1712;ops:quant8,prune0.2,quant4,gelu,lowrank,transpose
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.5462
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.5454
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[16,16];dtype=int8;target_mml=0.1758;ops:lowrank,relu,quant8,quant4,prune0.4,matmul
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.16
3.508
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,88];dtype=float16;target_mml=0.1634;ops:lowrank,gelu,quant8,prune0.2
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.6135
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,64];dtype=float16;target_mml=0.1844;ops:lowrank,quant4,prune0.2,prune0.4,gelu
matmul[lowrank:16] -> relu -> quant:4bit -> prune:0.4 -> score:0.16
3.4391
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,88];dtype=int8;target_mml=0.1536;ops:quant8,transpose,prune0.4,matmul
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.7027
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[64,128];dtype=float16;target_mml=0.188;ops:relu,matmul,gelu,quant8
matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17
3.4112
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[16,16];dtype=float32;target_mml=0.2;ops:lowrank,quant4,matmul,gelu
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18
3.3219
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[32,64];dtype=int8;target_mml=0.2005;ops:quant8,prune0.2,matmul,lowrank,prune0.4,quant4
matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.18
3.3183
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[64,64];dtype=int8;target_mml=0.16;ops:prune0.2,gelu,quant8,transpose
matmul[lowrank:16] -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.6439
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,88];dtype=int8;target_mml=0.1584;ops:relu,gelu,prune0.2,quant8,quant4
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.6584
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,16];dtype=float32;target_mml=0.1504;ops:lowrank,transpose,prune0.4,prune0.2,quant8
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.7331
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,8];dtype=int8;target_mml=0.1826;ops:quant8,prune0.2,matmul,gelu,quant4
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.16
3.4532
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,88];dtype=float32;target_mml=0.1854;ops:relu,prune0.4,quant8,lowrank,matmul,prune0.2
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.17
3.4313
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.15
3.5353
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
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matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.18
3.3342
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[16,16];dtype=int8;target_mml=0.2003;ops:relu,quant4,lowrank,transpose
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18
3.3198
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[64,128];dtype=float32;target_mml=0.1943;ops:prune0.4,relu,transpose,prune0.2
matmul[lowrank:32] -> gelu -> quant:4bit -> prune:0.4 -> score:0.17
3.3636
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[16,32];dtype=float16;target_mml=0.1571;ops:quant8,transpose,quant4,lowrank,prune0.2,gelu
matmul -> gelu -> quant:4bit -> prune:0.4 -> score:0.15
3.6702
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
true
8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales
tensor:shape=[8,88];dtype=float32;target_mml=0.1999;ops:lowrank,gelu,prune0.4,matmul
matmul -> relu -> quant:4bit -> prune:0.4 -> score:0.18
3.3226
PoT-O/TribeWarez-Quantum88-PlanckTensor
8.888888
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8.88
devtools/realms-devkit Part I Planck + Part IV tensor network toy scales