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GEMM_dataset_20k

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train · 20k rows

gpu_name string	device_id int64	cc_major int64	cc_minor int64	sm_count int64	l2_size_bytes int64	shared_mem_per_sm int64	total_global_mem int64	mem_bandwidth_GBps_est float64	peak_flops_fp32_GFLOPs_est float64	driver_version int64	cuda_runtime_version int64	max_threads_per_sm int64	max_threads_per_block int64	warp_size int64	M int64	N int64	K int64	precision string	repeats int64	inner_iters int64	algorithm string	seed int64	tile_width int64	theoretical_occupancy float64	blocks_per_sm int64	grid_x int64	grid_y int64	block_x int64	block_y int64	registers_per_thread int64	shared_mem_per_block int64	time_ms_mean float64	time_ms_median float64	time_ms_p95 float64	time_ms_stddev float64	gflops_mean float64	gflops_median float64	gflops_p95 float64	actual_clock_mhz int64	actual_mem_clock_mhz int64	temperature_c float64	power_watts float64	ops_total int64	io_bytes_theoretical int64	gops_over_peak_mean float64	arithmetic_intensity_ops_per_byte float64	memory_throughput_GBps float64	memory_efficiency_pct float64	compute_efficiency_pct float64	peak_flops_fp32_GFLOPs_actual float64	compute_efficiency_actual_pct float64
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	7,029	191	1,331	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	12	440	16	16	36	2,176	0.327164	0.323052	0.330754	0.010636	10,923.7	11,062.752	10,805.119	1,920	10,251	65	131.07	3,573,838,818	43,809,436	0.308591	81.576919	133.907	26.566	30.859	22,609.92	48.314
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	2,864	323	4,554	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	21	179	16	16	36	2,176	0.76487	0.764744	0.765635	0.000631	11,015.673	11,017.49	11,004.666	1,920	10,251	65	126.21	8,425,555,776	61,754,680	0.311189	136.435907	80.739	16.018	31.119	22,609.92	48.721
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	2,100	5,221	477	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	327	132	16	16	36	2,176	0.790761	0.784805	0.790405	0.016305	13,227.445	13,327.832	13,233.405	1,920	10,251	65	127.26	10,459,751,400	57,824,868	0.373671	180.886732	73.126	14.508	37.367	22,609.92	58.503
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	3,090	4,124	135	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	258	194	16	16	36	2,176	0.299814	0.295129	0.314634	0.009273	11,475.952	11,658.122	10,935.406	1,920	10,251	65	127.26	3,440,653,200	54,868,200	0.324192	62.707601	183.007	36.308	32.419	22,609.92	50.756
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	399	927	2,521	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	58	25	16	16	36	2,176	0.229493	0.229171	0.231094	0.001591	8,126.158	8,137.583	8,069.861	1,920	10,251	63	126.12	1,864,899,666	14,850,876	0.229561	125.575061	64.712	12.838	22.956	22,609.92	35.941
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	1,749	730	8,090	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	46	110	16	16	36	2,176	1.654908	1.646264	1.675971	0.017463	12,482.955	12,548.494	12,326.074	1,920	10,251	64	126.6	20,658,138,600	85,327,520	0.352639	242.104055	51.56	10.229	35.264	22,609.92	55.21
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	483	1,432	359	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	90	31	16	16	36	2,176	0.068888	0.068926	0.069396	0.000398	7,208.95	7,204.984	7,156.112	1,920	10,251	64	126.6	496,609,008	5,516,564	0.20365	90.021435	80.08	15.887	20.365	22,609.92	31.884
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	6,579	2,595	8,077	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	163	412	16	16	36	2,176	19.774225	19.806608	19.812208	0.052555	13,946.905	13,924.103	13,920.167	1,920	10,251	66	138.01	275,789,245,770	364,683,612	0.393995	756.242498	18.442	3.659	39.4	22,609.92	61.685
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	3,048	944	297	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	59	191	16	16	36	2,176	0.157523	0.157471	0.15787	0.000293	10,849.974	10,853.594	10,826.138	1,920	10,251	64	129.75	1,709,123,328	16,251,744	0.306508	105.165533	103.17	20.468	30.651	22,609.92	47.988
NVIDIA GeForce RTX 4070	0	8	9	46	37,748,736	102,400	12,450,070,528	504.048	35,398.656	13,000	12,040	1,536	1,024	32	4,276	1,939	4,118	fp32	10	100	cuBLAS	2,170,439,023	16	1	6	122	268	16	16	36	2,176	4.599134	4.591894	4.626913	0.015171	14,847.585	14,870.993	14,758.441	1,920	10,251	63	107.02	68,286,026,704	135,538,136	0.419439	503.81412	29.47	5.847	41.944	22,609.92	65.668

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