L1 · l123_single_gpt

L1 · l123_single_gpt

level 1 · 63/132 correct

← all levelsgenerated 2026-05-28 03:33:15 UTC

trajectories

132

finished

132

correct

63

compiled

94

avg speedup (correct)

88.07x

sweep-wide eval metricsaveraged over correct kernels

outcomes	correct 63 · compile_fail 38 · incorrect 31
avg speedup	88.07x (over 63 correct)
avg memory ratio (kernel / ref)	0.88x (63 samples)
avg fusion ratio (ref launches / kernel launches)	237.50x (63 samples)
avg energy ratio (ref / kernel)	2.17x (40 samples)
avg SOL score (0–1)	0.586 (60 samples)
avg DRAM util %	46.3%
avg occupancy %	63.4%
avg max abs error	5.12e-03

original · 50/100 correct

P1 · gpt-5.5-priority1_Square_matrix_multiplication_.

correct1.00x2.7μs

P2 · gpt-5.5-priority2_Standard_matrix_multiplication

correct0.92x2.9μs

P3 · gpt-5.5-priority3_Batched_matrix_multiplication.

correct5.77x0.9μs

P4 · gpt-5.5-priority4_Matrix_vector_multiplication_.

correct0.99x2.9μs

P5 · gpt-5.5-priority5_Matrix_scalar_multiplication.p

correct0.89x3.3μs

P6 · gpt-5.5-priority6_Matmul_with_large_K_dimension_

P7 · gpt-5.5-priority7_Matmul_with_small_K_dimension_

correct0.88x4.7μs

P8 · gpt-5.5-priority8_Matmul_with_irregular_shapes_.

correct0.65x9.9μs

P9 · gpt-5.5-priority9_Tall_skinny_matrix_multiplicat

compile_fail—

P10 · gpt-5.5-priority10_3D_tensor_matrix_multiplicati

correct1.00x1.0μs

P11 · gpt-5.5-priority11_4D_tensor_matrix_multiplicati

compile_fail—

P12 · gpt-5.5-priority12_Matmul_with_diagonal_matrices

compile_fail—

P13 · gpt-5.5-priority13_Matmul_for_symmetric_matrices

correct1.00x2.7μs

P14 · gpt-5.5-priority14_Matmul_for_upper_triangular_m

P15 · gpt-5.5-priority15_Matmul_for_lower_triangular_m

compile_fail—

P16 · gpt-5.5-priority16_Matmul_with_transposed_A.py

correct1.04x2.6μs

P17 · gpt-5.5-priority17_Matmul_with_transposed_B.py

correct1.02x2.7μs

P18 · gpt-5.5-priority18_Matmul_with_transposed_both.p

correct0.12x2.8μs

P19 · gpt-5.5-priority19_ReLU.py

compile_fail—

P20 · gpt-5.5-priority20_LeakyReLU.py

correct1436.92x0.0μs

P21 · gpt-5.5-priority21_Sigmoid.py

correct0.90x4.8μs

P22 · gpt-5.5-priority22_Tanh.py

correct0.93x4.7μs

P23 · gpt-5.5-priority23_Softmax.py

correct1610.29x0.0μs

P24 · gpt-5.5-priority24_LogSoftmax.py

P25 · gpt-5.5-priority25_Swish.py

correct2.09x5.3μs

P26 · gpt-5.5-priority26_GELU_.py

compile_fail—

P27 · gpt-5.5-priority27_SELU_.py

compile_fail—

P28 · gpt-5.5-priority28_HardSigmoid.py

compile_fail—

P29 · gpt-5.5-priority29_Softplus.py

correct0.99x4.4μs

P30 · gpt-5.5-priority30_Softsign.py

correct3.27x4.5μs

P31 · gpt-5.5-priority31_ELU.py

correct1434.25x0.0μs

P32 · gpt-5.5-priority32_HardTanh.py

correct0.94x4.7μs

P33 · gpt-5.5-priority33_BatchNorm.py

correct1.54x5.8μs

P34 · gpt-5.5-priority34_InstanceNorm.py

correct1.24x7.9μs

P35 · gpt-5.5-priority35_GroupNorm_.py

compile_fail—

P36 · gpt-5.5-priority36_RMSNorm_.py

correct2.54x5.8μs

P37 · gpt-5.5-priority37_FrobeniusNorm_.py

correct3.61x2.4μs

P38 · gpt-5.5-priority38_L1Norm_.py

P39 · gpt-5.5-priority39_L2Norm_.py

P40 · gpt-5.5-priority40_LayerNorm.py

compile_fail—

P41 · gpt-5.5-priority41_Max_Pooling_1D.py

compile_fail—

P42 · gpt-5.5-priority42_Max_Pooling_2D.py

compile_fail—

P43 · gpt-5.5-priority43_Max_Pooling_3D.py

correct0.65x6.1μs

P44 · gpt-5.5-priority44_Average_Pooling_1D.py

correct1.98x2.8μs

P45 · gpt-5.5-priority45_Average_Pooling_2D.py

correct1.12x5.8μs

P46 · gpt-5.5-priority46_Average_Pooling_3D.py

correct1.77x4.9μs

P47 · gpt-5.5-priority47_Sum_reduction_over_a_dimensio

compile_fail—

P48 · gpt-5.5-priority48_Mean_reduction_over_a_dimensi

correct0.90x3.4μs

P49 · gpt-5.5-priority49_Max_reduction_over_a_dimensio

compile_fail—

P50 · gpt-5.5-priority50_conv_standard_2D__square_inpu

P51 · gpt-5.5-priority51_Argmax_over_a_dimension.py

correct0.88x3.7μs

P52 · gpt-5.5-priority52_Argmin_over_a_dimension.py

compile_fail—

P53 · gpt-5.5-priority53_Min_reduction_over_a_dimensio

compile_fail—

P54 · gpt-5.5-priority54_conv_standard_3D__square_inpu

correct0.31x6.0μs

P55 · gpt-5.5-priority55_conv_standard_2D__asymmetric_

P56 · gpt-5.5-priority56_conv_standard_2D__asymmetric_

P57 · gpt-5.5-priority57_conv_transposed_2D__square_in

P58 · gpt-5.5-priority58_conv_transposed_3D__asymmetri

P59 · gpt-5.5-priority59_conv_standard_3D__asymmetric_

correct0.96x3.0μs

P60 · gpt-5.5-priority60_conv_standard_3D__square_inpu

correct1.09x9.4μs

P61 · gpt-5.5-priority61_conv_transposed_3D__square_in

P62 · gpt-5.5-priority62_conv_standard_2D__square_inpu

P63 · gpt-5.5-priority63_conv_standard_2D__square_inpu

P64 · gpt-5.5-priority64_conv_transposed_1D.py

compile_fail—

P65 · gpt-5.5-priority65_conv_transposed_2D__square_in

correct0.96x2.8μs

P66 · gpt-5.5-priority66_conv_standard_3D__asymmetric_

correct0.42x11.7μs

P67 · gpt-5.5-priority67_conv_standard_1D.py

P68 · gpt-5.5-priority68_conv_transposed_3D__square_in

P69 · gpt-5.5-priority69_conv_transposed_2D__asymmetri

compile_fail—

P70 · gpt-5.5-priority70_conv_transposed_3D__asymmetri

P71 · gpt-5.5-priority71_conv_transposed_2D__asymmetri

P72 · gpt-5.5-priority72_conv_transposed_3D_asymmetric

correct0.67x4.2μs

P73 · gpt-5.5-priority73_conv_transposed_3D_asymmetric

P74 · gpt-5.5-priority74_conv_transposed_1D_dilated.py

compile_fail—

P75 · gpt-5.5-priority75_conv_transposed_2D_asymmetric

correct6.60x1.0μs

P76 · gpt-5.5-priority76_conv_standard_1D_dilated_stri

P77 · gpt-5.5-priority77_conv_transposed_3D_square_inp

P78 · gpt-5.5-priority78_conv_transposed_2D_asymmetric

compile_fail—

P79 · gpt-5.5-priority79_conv_transposed_1D_asymmetric

P80 · gpt-5.5-priority80_conv_standard_2D_square_input

P81 · gpt-5.5-priority81_conv_transposed_2D_asymmetric

P82 · gpt-5.5-priority82_conv_depthwise_2D_square_inpu

correct2.37x1.1μs

P83 · gpt-5.5-priority83_conv_depthwise_2D_square_inpu

correct3.85x0.4μs

P84 · gpt-5.5-priority84_conv_depthwise_2D_asymmetric_

compile_fail—

P85 · gpt-5.5-priority85_conv_depthwise_2D_asymmetric_

correct3.88x0.6μs

P86 · gpt-5.5-priority86_conv_depthwise_separable_2D.p

correct1.24x3.1μs

P87 · gpt-5.5-priority87_conv_pointwise_2D.py

compile_fail—

P88 · gpt-5.5-priority88_MinGPTNewGelu.py

correct8.85x0.2μs

P89 · gpt-5.5-priority89_cumsum.py

compile_fail—

P90 · gpt-5.5-priority90_cumprod.py

correct3.41x1.4μs

P91 · gpt-5.5-priority91_cumsum_reverse.py

correct1.23x9.3μs

P92 · gpt-5.5-priority92_cumsum_exclusive.py

compile_fail—

P93 · gpt-5.5-priority93_masked_cumsum.py

P94 · gpt-5.5-priority94_MSELoss.py

correct0.47x18.1μs

P95 · gpt-5.5-priority95_CrossEntropyLoss.py

compile_fail—

P96 · gpt-5.5-priority96_HuberLoss.py

compile_fail—

P97 · gpt-5.5-priority97_ScaledDotProductAttention.py

correct0.14x179.0μs

P98 · gpt-5.5-priority98_KLDivLoss.py

correct5.40x0.7μs

P99 · gpt-5.5-priority99_TripletMarginLoss.py

correct4.10x1.0μs

P100 · gpt-5.5-priority100_HingeLoss.py

correct7.11x1.5μs

popcorn · 13/32 correct

P1 · gpt-5.5-priority1_Conv1d_Depthwise.py

correct3.42x0.4μs

P2 · gpt-5.5-priority2_GraphEdgeSoftmaxCSR.py

P3 · gpt-5.5-priority3_CSRSpMMMessagePassing.py

compile_fail—

P4 · gpt-5.5-priority4_GJKRobotEnvironmentIntersectio

compile_fail—

P5 · gpt-5.5-priority5_Conv1d_Causal.py

P6 · gpt-5.5-priority6_EdgeSoftmaxMultiHeadCSR.py

compile_fail—

P7 · gpt-5.5-priority7_Conv1d_FFT.py

correct1.31x1.0μs

P8 · gpt-5.5-priority8_SegmentTopKCSR.py

compile_fail—

P9 · gpt-5.5-priority9_AssociativeScan.py

correct302.68x0.3μs

P10 · gpt-5.5-priority10_SampledDenseDenseMatmulEdges.

P11 · gpt-5.5-priority11_DegreeNormalizedAggregation.p

compile_fail—

P12 · gpt-5.5-priority12_DeepSeekMoEDispatchPermute.py

compile_fail—

P13 · gpt-5.5-priority13_FarthestPointSampling3D.py

compile_fail—

P14 · gpt-5.5-priority14_GaussianProcessRBFKernel.py

correct7.65x0.0μs

P15 · gpt-5.5-priority15_COOScatterAddNodeFeatures.py

P16 · gpt-5.5-priority16_DeepSeekMoECombineScatter.py

compile_fail—

P17 · gpt-5.5-priority17_CSRMaxAggregation.py

compile_fail—

P18 · gpt-5.5-priority18_CSRMultiHeadSpMM.py

P19 · gpt-5.5-priority19_PairwiseDistanceMatrix.py

correct6.15x0.0μs

P20 · gpt-5.5-priority20_RotaryPositionEmbeddingBio.py

P21 · gpt-5.5-priority21_RadialBasisFunctionExpansion.

correct5.98x0.1μs

P22 · gpt-5.5-priority22_SE3InvariantLinear.py

correct4.55x0.0μs

P23 · gpt-5.5-priority23_virtual_all_reduce_mean.py

compile_fail—

P24 · gpt-5.5-priority24_VoxelGridPooling.py

correct587.16x0.0μs

P25 · gpt-5.5-priority25_virtual_reduce_scatter_masked

compile_fail—

P26 · gpt-5.5-priority26_ImportanceSampling.py

correct3.28x0.1μs

P27 · gpt-5.5-priority27_permutation_all_to_all.py

compile_fail—

P28 · gpt-5.5-priority28_DirichletMultinomialLogLikeli

correct4.95x0.0μs

P29 · gpt-5.5-priority29_logsumexp_across_virtual_rank

correct5.83x0.0μs

P30 · gpt-5.5-priority30_broadcast_masked_from_row0.py

correct1.04x0.0μs

P31 · gpt-5.5-priority31_bitmask_or_popcount.py

P32 · gpt-5.5-priority32_argmax_tiebreak_smallest_rank

correct39.02x0.0μs