597 lines
15 KiB
Plaintext
597 lines
15 KiB
Plaintext
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Options:
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Input size: N = 32, C = 32, H = 64, W = 32
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Output size: N = 32, K = 32, OH = 49, OW = 17
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Filter size: K = 32, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.091188 sec
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Validating...
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Result: VALID
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Avg. throughput: 153.259107 GFLOPS
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Options:
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Input size: N = 64, C = 64, H = 64, W = 32
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Output size: N = 64, K = 32, OH = 49, OW = 17
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Filter size: K = 32, C = 64, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.265868 sec
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Validating...
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Result: VALID
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Avg. throughput: 210.261086 GFLOPS
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Options:
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Input size: N = 256, C = 64, H = 64, W = 32
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Output size: N = 256, K = 32, OH = 49, OW = 17
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Filter size: K = 32, C = 64, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.801037 sec
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Validating...
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Result: VALID
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Avg. throughput: 279.146632 GFLOPS
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Options:
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Input size: N = 128, C = 64, H = 64, W = 32
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Output size: N = 128, K = 32, OH = 49, OW = 17
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Filter size: K = 32, C = 64, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.359573 sec
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Validating...
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Result: VALID
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Avg. throughput: 310.933809 GFLOPS
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Options:
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Input size: N = 32, C = 32, H = 128, W = 32
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Output size: N = 32, K = 32, OH = 113, OW = 17
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Filter size: K = 32, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.172106 sec
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Validating...
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Result: VALID
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Avg. throughput: 187.262657 GFLOPS
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Options:
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Input size: N = 64, C = 32, H = 32, W = 32
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Output size: N = 64, K = 128, OH = 17, OW = 17
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Filter size: K = 128, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.165286 sec
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Validating...
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Result: VALID
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Avg. throughput: 234.677519 GFLOPS
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Options:
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Input size: N = 256, C = 32, H = 32, W = 128
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Output size: N = 256, K = 32, OH = 17, OW = 113
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Filter size: K = 32, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.853719 sec
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Validating...
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Result: VALID
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Avg. throughput: 302.010681 GFLOPS
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Options:
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Input size: N = 128, C = 32, H = 32, W = 32
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Output size: N = 128, K = 64, OH = 17, OW = 17
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Filter size: K = 64, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.175548 sec
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Validating...
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Result: VALID
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Avg. throughput: 220.958977 GFLOPS
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Options:
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Input size: N = 32, C = 128, H = 32, W = 32
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Output size: N = 32, K = 32, OH = 17, OW = 17
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Filter size: K = 32, C = 128, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.114923 sec
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Validating...
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Result: VALID
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Avg. throughput: 168.760489 GFLOPS
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Options:
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Input size: N = 64, C = 64, H = 32, W = 32
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Output size: N = 64, K = 32, OH = 17, OW = 17
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Filter size: K = 32, C = 64, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.111106 sec
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Validating...
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Result: VALID
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Avg. throughput: 174.558312 GFLOPS
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Options:
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Input size: N = 64, C = 64, H = 32, W = 32
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Output size: N = 64, K = 64, OH = 17, OW = 17
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Filter size: K = 64, C = 64, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.231507 sec
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Validating...
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Result: VALID
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Avg. throughput: 167.549633 GFLOPS
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Options:
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Input size: N = 128, C = 64, H = 32, W = 128
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Output size: N = 128, K = 32, OH = 17, OW = 113
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Filter size: K = 32, C = 64, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.873607 sec
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Validating...
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Result: VALID
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Avg. throughput: 295.135317 GFLOPS
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Options:
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Input size: N = 32, C = 32, H = 32, W = 32
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Output size: N = 32, K = 32, OH = 17, OW = 17
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Filter size: K = 32, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.041569 sec
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Validating...
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Result: VALID
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Avg. throughput: 116.640190 GFLOPS
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Options:
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Input size: N = 64, C = 32, H = 32, W = 32
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Output size: N = 64, K = 32, OH = 17, OW = 17
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Filter size: K = 32, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.059637 sec
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Validating...
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Result: VALID
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Avg. throughput: 162.604080 GFLOPS
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Options:
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Input size: N = 96, C = 32, H = 32, W = 32
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Output size: N = 96, K = 32, OH = 17, OW = 17
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Filter size: K = 32, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.099729 sec
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Validating...
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Result: VALID
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Avg. throughput: 145.853637 GFLOPS
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Options:
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Input size: N = 128, C = 32, H = 32, W = 32
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Output size: N = 128, K = 32, OH = 17, OW = 17
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Filter size: K = 32, C = 32, R = 16, S = 16
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.118480 sec
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Validating...
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Result: VALID
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Avg. throughput: 163.694017 GFLOPS
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Options:
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Input size: N = 8, C = 8, H = 8, W = 8
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Output size: N = 8, K = 8, OH = 6, OW = 6
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Filter size: K = 8, C = 8, R = 3, S = 3
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.006387 sec
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Validating...
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Result: VALID
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Avg. throughput: 0.051946 GFLOPS
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Options:
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Input size: N = 8, C = 8, H = 8, W = 8
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Output size: N = 8, K = 8, OH = 6, OW = 6
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Filter size: K = 8, C = 8, R = 3, S = 3
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.011107 sec
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Validating...
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Result: VALID
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Avg. throughput: 0.029871 GFLOPS
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Options:
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Input size: N = 1, C = 1, H = 8, W = 8
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Output size: N = 1, K = 1, OH = 5, OW = 5
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Filter size: K = 1, C = 1, R = 4, S = 4
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.006641 sec
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Validating...
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Result: VALID
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Avg. throughput: 0.000120 GFLOPS
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Options:
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Input size: N = 1, C = 1, H = 8, W = 8
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Output size: N = 1, K = 1, OH = 5, OW = 5
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Filter size: K = 1, C = 1, R = 4, S = 4
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.005956 sec
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Validating...
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Result: VALID
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Avg. throughput: 0.000134 GFLOPS
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Options:
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Input size: N = 3, C = 3, H = 256, W = 256
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Output size: N = 3, K = 3, OH = 129, OW = 129
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Filter size: K = 3, C = 3, R = 128, S = 128
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.431944 sec
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Validating...
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Result: VALID
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Avg. throughput: 34.085195 GFLOPS
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Options:
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Input size: N = 3, C = 3, H = 256, W = 256
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Output size: N = 3, K = 3, OH = 129, OW = 129
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Filter size: K = 3, C = 3, R = 128, S = 128
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.324828 sec
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Validating...
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Result: VALID
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Avg. throughput: 45.325206 GFLOPS
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Options:
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Input size: N = 3, C = 3, H = 256, W = 256
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Output size: N = 3, K = 3, OH = 133, OW = 133
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Filter size: K = 3, C = 3, R = 128, S = 128
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.475780 sec
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Validating...
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Result: VALID
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Avg. throughput: 32.893570 GFLOPS
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Options:
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Input size: N = 3, C = 3, H = 256, W = 256
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Output size: N = 3, K = 3, OH = 4, OW = 4
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Filter size: K = 3, C = 3, R = 128, S = 128
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.008362 sec
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Validating...
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Result: VALID
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Avg. throughput: 1.692859 GFLOPS
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Options:
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Input size: N = 3, C = 3, H = 256, W = 256
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Output size: N = 3, K = 3, OH = -242, OW = -242
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Filter size: K = 3, C = 3, R = 128, S = 128
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.006630 sec
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Validating...
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Result: VALID
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Avg. throughput: 7815.100745 GFLOPS
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Options:
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Input size: N = 128, C = 128, H = 8, W = 8
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Output size: N = 128, K = 64, OH = 1, OW = 1
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Filter size: K = 64, C = 128, R = 8, S = 8
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.019473 sec
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Validating...
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Result: VALID
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Avg. throughput: 6.892477 GFLOPS
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Options:
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Input size: N = 128, C = 128, H = 8, W = 8
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Output size: N = 128, K = 64, OH = 1, OW = 1
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Filter size: K = 64, C = 128, R = 8, S = 8
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.018718 sec
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Validating...
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Result: VALID
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Avg. throughput: 7.170515 GFLOPS
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Options:
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Input size: N = 128, C = 128, H = 8, W = 8
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Output size: N = 128, K = 64, OH = 5, OW = 5
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Filter size: K = 64, C = 128, R = 8, S = 8
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Number of iterations: 1
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Validation: on
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Initializing... done!
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Initializing Convolution...
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Calculating...(iter=0) 0.091515 sec
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Validating...
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Result: VALID
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Avg. throughput: 36.665474 GFLOPS
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Options:
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Input size: N = 128, C = 128, H = 8, W = 8
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Output size: N = 128, K = 64, OH = 6, OW = 6
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Filter size: K = 64, C = 128, R = 8, S = 8
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Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.082543 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 58.537299 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 128, C = 128, H = 8, W = 8
|
||
|
|
Output size: N = 128, K = 64, OH = 1, OW = 1
|
||
|
|
Filter size: K = 64, C = 128, R = 8, S = 8
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.014016 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 9.576096 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 7, C = 4, H = 64, W = 64
|
||
|
|
Output size: N = 7, K = 4, OH = 49, OW = 49
|
||
|
|
Filter size: K = 4, C = 4, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.026325 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 5.230124 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 7, C = 4, H = 64, W = 64
|
||
|
|
Output size: N = 7, K = 4, OH = 49, OW = 49
|
||
|
|
Filter size: K = 4, C = 4, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.016826 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 8.182675 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 9, H = 64, W = 64
|
||
|
|
Output size: N = 4, K = 4, OH = 49, OW = 49
|
||
|
|
Filter size: K = 4, C = 9, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.025047 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 7.067532 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 9, H = 64, W = 64
|
||
|
|
Output size: N = 4, K = 4, OH = 49, OW = 49
|
||
|
|
Filter size: K = 4, C = 9, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.017215 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 10.282939 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 2, H = 123, W = 69
|
||
|
|
Output size: N = 4, K = 4, OH = 108, OW = 54
|
||
|
|
Filter size: K = 4, C = 2, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.016589 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 5.759956 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 2, H = 123, W = 69
|
||
|
|
Output size: N = 4, K = 4, OH = 108, OW = 54
|
||
|
|
Filter size: K = 4, C = 2, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.011698 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 8.168185 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
||
|
|
Output size: N = 4, K = 9, OH = 49, OW = 49
|
||
|
|
Filter size: K = 9, C = 2, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.016241 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 5.449791 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
||
|
|
Output size: N = 4, K = 9, OH = 49, OW = 49
|
||
|
|
Filter size: K = 9, C = 2, R = 16, S = 16
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.012899 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 6.861850 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
||
|
|
Output size: N = 4, K = 7, OH = 46, OW = 28
|
||
|
|
Filter size: K = 7, C = 2, R = 19, S = 37
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.018068 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 5.612845 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 2, H = 64, W = 64
|
||
|
|
Output size: N = 4, K = 7, OH = 46, OW = 28
|
||
|
|
Filter size: K = 7, C = 2, R = 19, S = 37
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.011939 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 8.494141 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 3, C = 7, H = 63, W = 121
|
||
|
|
Output size: N = 3, K = 7, OH = 12, OW = 25
|
||
|
|
Filter size: K = 7, C = 7, R = 19, S = 28
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.011856 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 3.957666 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 7, C = 9, H = 67, W = 119
|
||
|
|
Output size: N = 7, K = 11, OH = 8, OW = 15
|
||
|
|
Filter size: K = 11, C = 9, R = 19, S = 28
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.011751 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 7.529803 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 3, H = 129, W = 199
|
||
|
|
Output size: N = 4, K = 13, OH = 15, OW = 9
|
||
|
|
Filter size: K = 13, C = 3, R = 21, S = 39
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.010345 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 3.334591 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 3, H = 111, W = 51
|
||
|
|
Output size: N = 4, K = 17, OH = 36, OW = 18
|
||
|
|
Filter size: K = 17, C = 3, R = 24, S = 19
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.014119 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 8.538839 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 4, C = 3, H = 135, W = 63
|
||
|
|
Output size: N = 4, K = 12, OH = 18, OW = 1
|
||
|
|
Filter size: K = 12, C = 3, R = 32, S = 37
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: on
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.006928 sec
|
||
|
|
Validating...
|
||
|
|
Result: VALID
|
||
|
|
Avg. throughput: 0.885953 GFLOPS
|
||
|
|
Options:
|
||
|
|
Input size: N = 8, C = 8, H = 8, W = 8
|
||
|
|
Output size: N = 8, K = 8, OH = 6, OW = 6
|
||
|
|
Filter size: K = 8, C = 8, R = 3, S = 3
|
||
|
|
Number of iterations: 1
|
||
|
|
Validation: off
|
||
|
|
|
||
|
|
Initializing... done!
|
||
|
|
Initializing Convolution...
|
||
|
|
Calculating...(iter=0) 0.012854 sec
|
||
|
|
Avg. throughput: 0.025811 GFLOPS
|